Finland’s Technology Innovation System
I. Introduction
When, Finland, this country comes to our minds, it is quite easy for us to associate with the prestigious cell-phone company “NOKIA”, and its unbeatable high technology communication industry. However, following the change of entire cell-phone industry, the rise of smart phone not only has an influence upon people’s communication and interaction, but also makes Finland, once monopolized the whole cell-phone industry, feel the threat and challenge coming from other new competitors in the smart phone industry. However, even though Finland’s cell-phone industry has encountered frustrations in recent years in global markets, the Finland government still poured many funds into the area of technology and innovation, and brought up the birth of “Angry Birds”, one of the most popular smart phone games in the world. The Finland government still keeps the tradition to encourage R&D, and wishes Finland’s industries could re-gain new energy and power on technology innovation, and indirectly reach another new competitive level.
According to the Statistics Finland, 46% Finland’s enterprises took innovative actions upon product manufacturing and the process of R&D during 2008-2010; also, the promotion of those actions not merely existed in enterprises, but directly continued to the aspect of marketing and manufacturing. No matter on product manufacturing, the process of R&D, the pattern of organization or product marketing, we can observe that enterprises or organizations make contributions upon innovative activities in different levels or procedures. In the assignment of Finland’s R&D budgets in 2012, which amounted to 200 million Euros, universities were assigned by 58 million Euros and occupied 29% R&D budgets. The Finland Tekes was assigned by 55 million Euros, and roughly occupied 27.5% R&D budgets. The Academy of Finland (AOF) was assigned by 32 million Euros, and occupied 16% R&D budges. The government’s sectors were assigned by 3 million Euros, and occupied 15.2% R&D budgets. Other technology R&D expenses were 2.1 million Euros, and roughly occupied 10.5% R&D. The affiliated teaching hospitals in universities were assigned by 0.36 million Euros, and occupied 1.8% R&D budgets. In this way, observing the information above, concerning the promotion of technology, the Finland government not only puts more focus upon R&D innovation, but also pays much attention on education quality of universities, and subsidizes various R&D activities. As to the Finland government’s assignment of budges, it can be referred to the chart below.
As a result of the fact that Finland promotes industries’ innovative activities, it not only made Finland win the first position in “Growth Competitiveness Index” published by the World Economic Forum (WEF) during 2000-2006, but also located the fourth position in 142 national economy in “The Global Competitiveness Report” published by WEF, preceded only by Swiss, Singapore and Sweden, even though facing unstable global economic situations and the European debt crisis. Hence, observing the reasons why Finland’s industries have so strong innovative power, it seems to be related to the Finland’s national technology administrative system, and is worthy to be researched.
II. The Recent Situation of Finland’s Technology Administrative System
A. Preface
Finland’s administrative system is semi-presidentialism, and its executive power is shared by the president and the Prime Minister; as to its legislative power, is shared by the Congress and the president. The president is the Finland’s leader, and he/she is elected by the Electoral College, and the Prime Minister is elected by the Congress members, and then appointed by the president. To sum up, comparing to the power owned by the Prime Minister and the president in the Finland’s administrative system, the Prime Minister has more power upon executive power. So, actually, Finland can be said that it is a semi-predisnetialism country, but trends to a cabinet system.
Finland technology administrative system can be divided into four parts, and the main agency in each part, based upon its authority, coordinates and cooperates with making, subsidizing, executing of Finland’s technology policies. The first part is the policy-making, and it is composed of the Congress, the Cabinet and the Research and Innovation Council; the second part is policy management and supervision, and it is leaded by the Ministry of Education and Culture, the Ministry of Employment and the Economy, and other Ministries; the third part is science program management and subsidy, and it is composed of the Academy of Finland (AOF), the National Technology Agency (Tekes), and the Finnish National Fund Research and Development (SITRA); the fourth part is policy-executing, and it is composed of universities, polytechnics, public-owned research institutions, private enterprises, and private research institutions. Concerning the framework of Finland’s technology administrative, it can be referred to below.
B. The Agency of Finland’s Technology Policy Making and Management
(A) The Agency of Finland’s Technology Policy Making
Finland’s technology policies are mainly made by the cabinet, and it means that the cabinet has responsibilities for the master plan, coordinated operation and fund-assignment of national technology policies. The cabinet has two councils, and those are the Economic Council and the Research and Innovation Council, and both of them are chaired by the Prime Minister. The Research and Innovation Council is reshuffled by the Science and Technology Policy Council (STPC) in 1978, and it changed name to the Research and Innovation Council in Jan. 2009. The major duties of the Research and Innovation Council include the assessment of country’s development, deals with the affairs regarding science, technology, innovative policy, human resource, and provides the government with aforementioned schedules and plans, deals with fund-assignment concerning public research development and innovative research, coordinates with all government’s activities upon the area of science, technology, and innovative policy, and executes the government’s other missions.
The Research and Innovation Council is an integration unit for Finland’s national technology policies, and it originally is a consulting agency between the cabinet and Ministries. However, in the actual operation, its scope of authority has already covered coordination function, and turns to direct to make all kinds of policies related to national science technology development. In addition, the consulting suggestions related to national scientific development policies made by the Research and Innovation Council for the cabinet and the heads of Ministries, the conclusion has to be made as a “Key Policy Report” in every three year. The Report has included “Science, Technology, Innovation” in 2006, “Review 2008” in 2008, and the newest “Research and Innovation Policy Guidelines for 2011-2015” in 2010.
Regarding the formation and duration of the Research and Innovation Council, its duration follows the government term. As for its formation, the Prime Minister is a chairman of the Research and Innovation Council, and the membership consists of the Minister of Education and Science, the Minister of Economy, the Minister of Finance and a maximum of six other ministers appointed by the Government. In addition to the Ministerial members, the Council shall comprise ten other members appointed by the Government for the parliamentary term. The Members must comprehensively represent expertise in research and innovation. The structure of Council includes the Council Secretariat, the Administrative Assistant, the Science and Education Subcommittee, and the Technology and Innovation Subcommittee. The Council has the Science and Education Subcommittee and the Technology and Innovation Subcommittee with preparatory tasks. There are chaired by the Ministry of Education and Science and by the Minister of Economy, respectively. The Council’s Secretariat consists of one full-time Secretary General and two full-time Chief Planning Officers. The clerical tasks are taken care of at the Ministry of Education and Culture.
(B) The Agency of Finland’s Technology Policy Management
The Ministries mainly take the responsibility for Finland’s technology policy management, which includes the Ministry of Education and Culture, the Ministry of Employment and Economy, the Ministry of Social Affairs and Health, the Ministry of Agriculture and Forestry, the Ministry of Defense, the Ministry of Transport and Communication, the Ministry of Environment, the Ministry of Financial, and the Ministry of Justice. In the aforementioned Ministries, the Ministry of Education and Culture and the Ministry of Employment and Economy are mainly responsible for Finland national scientific technology development, and take charge of national scientific policy and national technical policy, respectively. The goal of national scientific policy is to promote fundamental scientific research and to build up related scientific infrastructures; at the same time, the authority of the Ministry of Education and Culture covers education and training, research infrastructures, fundamental research, applied research, technology development, and commercialization. The main direction of Finland’s national scientific policy is to make sure that scientific technology and innovative activities can be motivated aggressively in universities, and its objects are, first, to raise research funds and maintain research development in a specific ratio; second, to make sure that no matter on R&D institutions or R&D training, it will reach fundamental level upon funding or environment; third, to provide a research network for Finland, European Union and global research; fourth, to support the research related to industries or services based upon knowledge-innovation; fifth, to strengthen the cooperation between research initiators and users, and spread R&D results to find out the values of commercialization, and then create a new technology industry; sixth, to analyze the performance of national R&D system.
As for the Ministry of Employment and Economy, its major duties not only include labor, energy, regional development, marketing and consumer policy, but also takes responsibilities for Finland’s industry and technical policies, and provides industries and enterprises with a well development environment upon technology R&D. The business scope of the Ministry of Employment and Economy puts more focus on actual application of R&D results, it covers applied research of scientific technology, technology development, commercialization, and so on. The direction of Finland’s national technology policy is to strengthen the ability and creativity of industries’ technology development, and its objects are, first, to develop the new horizons of knowledge with national innovation system, and to provide knowledge-oriented products and services; second, to promote the efficiency of the government R&D funds; third, to provide cross-country R&D research networks, and support the priorities of technology policy by strengthening bilateral or multilateral cooperation; fourth, to raise and to broaden the efficiency of research discovery; fifth, to promote the regional development by technology; sixth, to evaluate the performance of technology policy; seventh, to increase the influence of R&D on technological change, innovation and society; eighth, to make sure that technology fundamental structure, national quality policy and technology safety system will be up to international standards.
(C) The Agency of Finland’s Technology Policy Management and Subsidy
As to the agency of Finland’s technology policy management and subsidy, it is composed of the Academy of Finland (AOF), the National Technology Agency (Tekes), and the Finnish National Fund Research and Development (SITRA). The fund of AOF comes from the Ministry of Education and Culture; the fund of Tekes comes from the Ministry of Employment and Economy, and the fund of SITRA comes from independent public fund supervised by the Finland’s Congress.
(D) The Agency of Finland’s Technology Plan Execution
As to the agency of Finland’s technology plan execution, it mainly belongs to the universities under Ministries, polytechnics, national technology research institutions, and other related research institutions. Under the Ministry of Education and Culture, the technology plans are executed by 16 universities, 25 polytechnics, and the Research Institute for the Language of Finland; under the Ministry of Employment and Economy, the technology plans are executed by the Technical Research Centre of Finland (VTT), the Geological Survey of Finnish, the National Consumer Research Centre; under the Ministry of Social Affairs and Health, the technology plans are executed by the National Institute for Health and Welfare, the Finnish Institute of Occupational Health, and University Central Hospitals; under the Ministry of Agriculture and Forestry, the technology plans are executed by the Finnish Forest Research Institute (Metla), the Finnish Geodetic Institute, and the Finnish Game and Fisheries Research Institute (RKTL); under the Ministry of Defense, the technology plans are executed by the Finnish Defense Forces’ Technical Research Centre (Pvtt); under the Ministry of Transport and Communications, the technology plans are executed by the Finnish Meteorological Institute; under the Ministry of Environment, the technology plans are executed by the Finnish Environment Institute (SYKE); under the Ministry of Financial, the technology plans are executed by the Government Institute for Economic Research (VATT). At last, under the Ministry of Justice, the technology plans are executed by the National Research Institute of Legal Policy.
The opening and sharing of scientific data- The Data Policy of the U.S. National Institutes of Health Li-Ting Tsai Scientific research improves the well-being of all mankind, the data sharing on medical and health promote the overall amount of energy in research field. For promoting the access of scientific data and research findings which was supported by the government, the U.S. government affirmed in principle that the development of science was related to the retention and accesses of data. The disclosure of information should comply with legal restrictions, and the limitation by time as well. For government-sponsored research, the data produced was based on the principle of free access, and government policies should also consider the actual situation of international cooperation[1]Furthermore, the access of scientific research data would help to promote scientific development, therefore while formulating a sharing policy, the government should also consider the situation of international cooperation, and discuss the strategy of data disclosure based on the principle of free access. In order to increase the effectiveness of scientific data, the U.S. National Institutes of Health (NIH) set up the Office of Science Policy (OSP) to formulate a policy which included a wide range of issues, such as biosafety (biosecurity), genetic testing, genomic data sharing, human subjects protections, the organization and management of the NIH, and the outputs and value of NIH-funded research. Through extensive analysis and reports, proposed emerging policy recommendations.[2] At the level of scientific data sharing, NIH focused on "genes and health" and "scientific data management". The progress of biomedical research depended on the access of scientific data; sharing scientific data was helpful to verify research results. Researchers integrated data to strengthen analysis, promoted the reuse of difficult-generated data, and accelerated research progress.[3] NIH promoted the use of scientific data through data management to verify and share research results. For assisting data sharing, NIH had issued a data management and sharing policy (DMS Policy), which aimed to promote the sharing of scientific data funded or conducted by NIH.[4] DMS Policy defines “scientific data.” as “The recorded factual material commonly accepted in the scientific community as of sufficient quality to validate and replicate research findings, regardless of whether the data are used to support scholarly publications. Scientific data do not include laboratory notebooks, preliminary analyses, completed case report forms, drafts of scientific papers, plans for future research, peer reviews, communications with colleagues, or physical objects, such as laboratory specimens.”[5] In other words, for determining scientific data, it is not only based on whether the data can support academic publications, but also based on whether the scientific data is a record of facts and whether the research results can be repeatedly verified. In addition, NIH, NIH research institutes, centers, and offices have had expected sharing of data, such as: scientific data sharing, related standards, database selection, time limitation, applicable and presented in the plan; if not applicable, the researcher should propose the data sharing and management methods in the plan. NIH also recommended that the management and sharing of data should implement the FAIR (Findable, Accessible, Interoperable and Reusable) principles. The types of data to be shared should first in general descriptions and estimates, the second was to list meta-data and other documents that would help to explain scientific data. NIH encouraged the sharing of scientific data as soon as possible, no later than the publication or implementation period.[6] It was said that even each research project was not suitable for the existing sharing strategy, when planning a proposal, the research team should still develop a suitable method for sharing and management, and follow the FAIR principles. The scientific research data which was provided by the research team would be stored in a database which was designated by the policy or funder. NIH proposed a list of recommended databases lists[7], and described the characteristics of ideal storage databases as “have unique and persistent identifiers, a long-term and sustainable data management plan, set up metadata, organizing data and quality assurance, free and easy access, broad and measured reuse, clear use guidance, security and integrity, confidentiality, common format, provenance and data retention policy”[8]. That is to say, the design of the database should be easy to search scientific data, and should maintain the security, integrity and confidentiality and so on of the data while accessing them. In the practical application of NIH shared data, in order to share genetic research data, NIH proposed a Genomic Data Sharing (GDS) Policy in 2014, including NIH funding guidelines and contracts; NIH’s GDS policy applied to all NIHs Funded research, the generated large-scale human or non-human genetic data would be used in subsequent research. [9] This can effectively promote genetic research forward. The GDS policy obliged researchers to provide genomic data; researchers who access genomic data should also abide by the terms that they used the Controlled-Access Data for research.[10] After NIH approved, researchers could use the NIH Controlled-Access Data for secondary research.[11] Reviewed by NIH Data Access Committee, while researchers accessed data must follow the terms which was using Controlled-Access Data for research reason.[12] The Genomic Summary Results (GSR) was belong to NIH policy,[13] and according to the purpose of GDS policy, GSR was defined as summary statistics which was provided by researchers, and non-sensitive data was included to the database that was designated by NIH.[14] Namely. NIH used the application and approval of control access data to strike a balance between the data of limitation access and scientific development. For responding the COVID-19 and accelerating the development of treatments and vaccines, NIH's data sharing and management policy alleviated the global scientific community’s need for opening and sharing scientific data. This policy established data sharing as a basic component in the research process.[15] In conclusion, internalizing data sharing in the research process will help to update the research process globally and face the scientific challenges of all mankind together. [1]NATIONAL SCIENCE AND TECHNOLOGY COUNCIL, COMMITTEE ON SCIENCE, SUBCOMMITEE ON INTERNATIONAL ISSUES, INTERAGENCY WORKING GROUP ON OPEN DATA SHARING POLICY, Principles For Promoting Access To Federal Government-Supported Scientific Data And Research Findings Through International Scientific Cooperation (2016), 1, organized from Principles, at 5-8, https://obamawhitehouse.archives.gov/sites/default/files/microsites/ostp/NSTC/iwgodsp_principles_0.pdf (last visited December 14, 2020). [2]About Us, Welcome to NIH Office of Science Policy, NIH National Institutes of Health Office of Science Policy, https://osp.od.nih.gov/about-us/ (last visited December 7, 2020). [3]NIH Data Management and Sharing Activities Related to Public Access and Open Science, NIH National Institutes of Health Office of Science Policy, https://osp.od.nih.gov/scientific-sharing/nih-data-management-and-sharing-activities-related-to-public-access-and-open-science/ (last visited December 10, 2020). [4]Final NIH Policy for Data Management and Sharing, NIH National Institutes of Health Office of Extramural Research, Office of The Director, National Institutes of Health (OD), https://grants.nih.gov/grants/guide/notice-files/NOT-OD-21-013.html (last visited December 11, 2020). [5]Final NIH Policy for Data Management and Sharing, NIH National Institutes of Health Office of Extramural Research, Office of The Director, National Institutes of Health (OD), https://grants.nih.gov/grants/guide/notice-files/NOT-OD-21-013.html (last visited December 12, 2020). [6]Supplemental Information to the NIH Policy for Data Management and Sharing: Elements of an NIH Data Management and Sharing Plan, Office of The Director, National Institutes of Health (OD), https://grants.nih.gov/grants/guide/notice-files/NOT-OD-21-014.html (last visited December 13, 2020). [7]The list of databases in details please see：Open Domain-Specific Data Sharing Repositories, NIH National Library of Medicine, https://www.nlm.nih.gov/NIHbmic/domain_specific_repositories.html (last visited December 24, 2020). [8]Supplemental Information to the NIH Policy for Data Management and Sharing: Selecting a Repository for Data Resulting from NIH-Supported Research, Office of The Director, National Institutes of Health (OD), https://grants.nih.gov/grants/guide/notice-files/NOT-OD-21-016.html (last visited December 13, 2020). [9]NIH Genomic Data Sharing, National Institutes of Health Office of Science Policy, https://osp.od.nih.gov/scientific-sharing/genomic-data-sharing/ (last visited December 15, 2020). [10]NIH Genomic Data Sharing Policy, National Institutes of Health (NIH), https://grants.nih.gov/grants/guide/notice-files/NOT-OD-14-124.html (last visited December 17, 2020). [11]NIH Genomic Data Sharing Policy, National Institutes of Health (NIH), https://grants.nih.gov/grants/guide/notice-files/NOT-OD-14-124.html (last visited December 17, 2020). [12]id. [13]NIH National Institutes of Health Turning Discovery into Health, Responsible Use of Human Genomic Data An Informational Resource, 1, at 6, https://osp.od.nih.gov/wp-content/uploads/Responsible_Use_of_Human_Genomic_Data_Informational_Resource.pdf (last visited December 17, 2020). [14]Update to NIH Management of Genomic Summary Results Access, National Institutes of Health (NIH), https://grants.nih.gov/grants/guide/notice-files/NOT-OD-19-023.html (last visited December 17, 2020). [15]Francis S. Collins, Statement on Final NIH Policy for Data Management and Sharing, National Institutes of Health Turning Discovery Into Health, https://www.nih.gov/about-nih/who-we-are/nih-director/statements/statement-final-nih-policy-data-management-sharing (last visited December 14, 2020).
Brief Introduction to Taiwan Social Innovation PoliciesBrief Introduction to Taiwan Social Innovation Policies 2021/09/13 1. Introduction The Millennium Development Goals (MDGs)[1] set forth by the United Nations in 2000 are carried out primarily by nations and international organizations. Subsequently, the Sustainable Development Goals (SDGs) set forth by the United Nations in 2015 started to delegate the functions to organizations of all levels. Presently, there is a global awareness of the importance of balancing “economic growth”, “social progress”, and “environmental protection” simultaneously during development. In the above context, many similar concepts have arisen worldwide, including social/solidarity economy, social entrepreneurship and social enterprise, and social innovation. Generally, social innovation aims to alter the interactions between various groups in society through innovative applications of technology or business models, and to find new ways to solve social problems through such alterations. In other words, the goal is to use innovative methods to solve social problems.The difference between social innovation and social enterprise is that social enterprise combines commercial power to achieve its social mission under a specific perspective, while social innovation creates social value through cooperation with and coordination among technology, resources, and communities under a diversified nature. 2. Overview of Taiwan Social Enterprise Policy To integrate into the global community and assist in the development of domestic social innovation, Taiwan’s Executive Yuan launched the “Social Enterprise Action Plan” in 2014, which is the first policy initiative to support social enterprises (from 2014 to 2016).Under this policy initiative, through consulting with various ministries and applying methods such as “amending regulations”, “building platforms”, and “raising funds”, the initiative set to create an environment with favorable conditions for social innovation and start-ups. At this stage, the initiative was adopted under the principle of “administrative guidance before legislation” in order to encourage private enterprise development without excessive burden, and avoid regulations restricting the development of social enterprises, such as excessive definition of social enterprises. Moreover, for preserving the original types of these enterprises, this Action Plan did not limit the types of social enterprises to companies, non-profit organizations, or other specific types of organizations. To sustain the purpose of the Social Enterprise Action Plan and to echo and reflect the 17 sustainable development goals proposed in SDGs by the United Nations, the Executive Yuan launched the “Social Innovation Action Plan” (effective from 2018 to 2022) in 2018 to establish a friendly development environment for social innovation and to develop diversified social innovation models through the concept of “openness, gathering, practicality, and sustainability”.In this Action Plan, “social innovation” referred to “social innovation organizations” that solve social problems through technology or innovative business models. The balancing of the three managerial goals of society, environment value, and profitability is the best demonstration of the concept of social innovation. 3. Government’s Relevant Social Enterprise Policy and Resources The ministries of the Taiwan Government have been promoting relevant policies in accordance with the Social Innovation Action Plan issued by the Executive Yuan in 2018, such as the “Registration System for Social Innovation Enterprises” (counseling of social enterprises), the “Buying Power - Social Innovation Products and Services Procurement”, the “Social Innovation Platform” established by the Ministry of Economic Affairs, the “Social Innovation Manager Training Courses”, the “Promoting Social Innovation and Employment Opportunities” administered by the Ministry of Labor, and the “University Social Responsibility Program” published by the Ministry of Education. Among the above policies stands out the measures adopted by the Ministry of Economic Affairs, and a brief introduction of those policies are as follows: i. Social Innovation Platform To connect all resources involved in social issues to promote social innovation development in Taiwan, the Ministry of Economic Affairs established the “Social Innovation Platform”.[2] With visibility through the Social Innovation Platform, it has become more efficient to search for targets in a public and transparent way and to assist with the input of resources originally belonging to different fields in order to expand social influence. As a digital platform gathering “social innovation issues in Taiwan,” the Social Innovation Platform covers multiple and complete social innovation resources, which include the “SDGs Map” constructed on the Social Innovation Platform, by which we can better understand how county and city governments in Taiwan implement SDGs and Voluntary Local Review Reports, and which allow us to search the Social Innovation Database[3] and the registered organizations, by which citizens, enterprises, organizations, and even local governments concerned with local development can find their partners expediently as possible, establish service lines to proactively assist public or private entities with their needs/resources, and continue to enable the regional revitalization organizations, ministries, and enterprises to identify and put forward their needs for social innovation through the function of “Social Innovation Proposals”, which assist social innovation organizations with visibility while advancing cooperation and expanding social influence. In addition, the “Event Page” was established on the Social Innovation Platform and offers functions, such as the publishing, searching, and sorting of events in four major dimensions with respect to social innovation organization, governments, enterprises, and citizens; and encourages citizens, social innovation organizations, enterprises, and governments to devote themselves via open participation to continuously expande the influence of the (Civic Technology) Social Innovation Platform. The “Corporate Social Responsibility Report” collects the corporate social responsibility reports, observes the distribution of resources for sustainable development by corporations in Taiwan, offers filtering functions by regions, keyword, popular rankings, and or SDGs types, and provides contact information and a download function for previous years’ reports, in order to effectively assist social innovation organizations to obtain a more precise understanding of the status quo, needs, and trends with respect to their development of respective products and services. Figure 1: SDGs Map Reference: Social Innovation Platform (https://si.taiwan.gov.tw/) Figure 2: Social Innovation Database Reference: Social Innovation Platform (https://si.taiwan.gov.tw/) Figure 3: Social Innovation Proposals Reference: Social Innovation Platform (https://si.taiwan.gov.tw/) Figure 4: Event Page Reference: Social Innovation Platform (https://si.taiwan.gov.tw/) Figure 5: Corporate Social Responsibility Report Reference: Social Innovation Platform (https://si.taiwan.gov.tw/) ii. Social Innovation Database To encourage social innovation organizations to disclose their social missions, products and services, and to guide society to understand the content of social innovation, and to assist the administrative ministries to be able to utilize such information, the Ministry of Economic Affairs issued the “Principles of Registration of Social Innovation Organizations” to establish the “Social Innovation Database”. Once a social innovation organization discloses the items, such as its social missions, business model, or social influence, it may obtain the relevant promotional assistance resources, including becoming a trade partner with Buying Power (Social Innovation Products and Services Procurement), receiving exclusive consultation and assistance from professionals for social innovation organizations, and becoming qualified to apply to entering into the Social Innovation Lab.Moreover, the Ministry of Economic Affairs is simultaneously consolidating, identifying, and designating the awards and grants offered by the various ministries, policies and measures in respect of investment, and financing and assistance, as resources made available to registered entities. As of 25 May 2021, there were 658 registered social innovation organizations and 96 Social Innovation Partners (enterprises with CSR or ESG resources that recognize the cooperation with social innovation under the social innovation thinking model may be registered as a “Social Innovation Partner”).The public and enterprises can search for organizations registered in the Social Innovation Database through the above-said Social Innovation Platform, the search ability of which advances the exposure of and the opportunities for cooperation with social innovation organizations. Figure 6: Numbers of registered social innovation organizations and accumulated value of purchases under Buying Power Reference: Social Innovation Platform(https://si.taiwan.gov.tw/) iii. Buying Power - Social Innovation Products and Services Procurement In order to continue increasing the awareness on social innovation organizations and related issues and promote responsible consumption and production in Taiwan, as well as to raise the attention of the commercial sector to the sustainability-driven procurement models, the Ministry of Economic Affairs held the first “Buying Power - Social Innovation Products and Services Procurement” event in 2017. Through the award system under the Buying Power, it continues to encourage the governments, state-owned enterprises, private enterprises, and organizations to take the lead in purchasing products or services from social innovation organizations, to provide the relevant resources so as to assist social innovation organizations to obtain resources and to explore business opportunities in the markets, to practice responsible consumption and production, and to promote innovative cooperation between all industries and commerce and social innovation organizations. The aim of the implementation of the Buying Power is to encourage the central and local governments, state-owned enterprises, private enterprises, and non-governmental organizations to purchase products or services from organizations registered in the Social Innovation Database, while prizes will be awarded based on the purchase amounts accumulated during the calculation period. The winners can obtain priority in applying for membership in the Social Innovation Partner Group, with corresponding member services, in the future. Under the Social Innovation Platform, both the amount of purchase awards and the number of applicants for special awards continue to increase.So far, purchases have accumulated to a value of more than NT$1.1 billion (see Figure 6), and more than 300 organizations have proactively participated. iv. Social Innovation Mark In order to promote public awareness of social innovation, the Ministry of Economic Affairs has been charged with the commissioned task of promoting the Social Innovation Mark, and issued “ The Small and Medium Enterprise Administration of the Ministry of Economic Affairs Directions for Authorization of the Social Innovation Mark” as the standard for the authorization of the Social Innovation Mark. Social innovation organizations can use the Mark, through obtaining authorization, to hold Social Innovation Summits or other social innovation activities for promoting social innovation concepts. In order to build the Mark as a conceptual symbol of social innovation, the Ministry of Economic Affairs has been using the Social Innovation Mark in connection with various social innovation activities, such as the Social Innovation Platform, the Buying Power, and the annual Social Innovation Summit. Taking the selection of sponsors of the Social Innovation Summit in 2022 as an example[4], only organizations that have obtained authorization of the Social Innovation Mark can use the Mark to hold the Social Innovation Summit. Figure 7: The Social Innovation Mark of the Small and Medium Enterprise Administration, Ministry of Economic Affairs IV. Conclusion The “Organization for Economic Cooperation and Development” (OECD) regards social innovation as a new strategy for solving future social problems and as an important method for youth entrepreneurship and social enterprise development.Taiwan’s social innovation energy has entered a stage of expansion and development. Through the promotion of the “Social Innovation Action Plan,” the resources from the central and local governments are integrated to establish the Social Innovation Platform, the Social Innovation Database, the Social Innovation Lab, and the Social Innovation Mark. In addition, incentives such as the Buying Power have been created, manifesting the positive influence of Taiwan’s social innovation. [1] MDGs are put forward by the United Nations in 2000, and are also the goals requiring all the 191 member states and at least 22 international organizations of the United Nations to be committed to on their best endeavors, including: 1. eradicating extreme poverty and hunger, 2. applying universal primary education, 3. promoting gender equality and empowering women, 4. reducing child mortality rates, 5. improving maternal health, 6. combatting HIV/AIDS, malaria, and other diseases, 7. ensuring environmental sustainability, and 8. establishing a global partnership for development. [2] Please refer to the Social Innovation Platform: https://si.taiwan.gov.tw/. [3] Please refer to the Social Innovation Database: https://si.taiwan.gov.tw/Home/Org_list. [4] Please refer to the guidelines for the selection of sponsors of the 2022 Social Innovation Summit: https://www.moeasmea.gov.tw/files/6221/4753E497-B422-4303-A8D4-35AE0B4043A9
Draft of AI Product and System Evaluation Guidelines Released by the Administration for Digital Industries to Enhance AI GovernanceDraft of AI Product and System Evaluation Guidelines Released by the Administration for Digital Industries to Enhance AI Governance 2024/08/15 I. AI Taiwan Action Plan 2.0 In 2018, the Executive Yuan launched the “AI Taiwan Action Plan” to ensure that the country keeps pace with AI developments. This strategic initiative focuses on attracting top talent, advancing research and development, and integrating AI into critical sectors such as smart manufacturing and healthcare. The action plan has sparked growing discussion on AI regulation. Through these efforts, Taiwan aims to position itself as a frontrunner in the global smart technology landscape. Later in 2023, the Executive Yuan updated the action plan, releasing “AI Taiwan Action Plan 2.0” to further strengthen AI development. “AI Taiwan Action Plan 2.0” outlines five main pillars: 1. Talent Development: Enhancing the quality and quantity of AI expertise, while improving public AI literacy through targeted education and training initiatives. 2. Technological and Industrial Advancement: Focusing on critical AI technologies and applications to foster industrial growth; and creating the Trustworthy AI Dialogue Engine (TAIDE) that communicates in Traditional Chinese. 3. Enhancing work environments: Establishing robust AI governance infrastructure to facilitate industry and governmental regulation, and to foster compliance with international standards. 4. International Collaboration: Expanding Taiwan's role in international AI forums, such as the Global Partnership on AI, to collaborate on developing trustworthy AI practices. 5. Societal and Humanitarian Engagement: Utilizing AI to tackle pressing societal challenges such as labor shortages, an aging population, and environmental sustainability. II. AI Product and System Evaluation Guidelines: A Risk-based Approach to AI Governance To support infrastructure, in March 2024, the Administration for Digital Industries issued the draft AI Product and System Evaluation Guidelines. The Guidelines are intended to serve as a reference for industry when developing and using AI products and systems, thus laying a crucial foundation for advancing AI-related policies in Taiwan. The Guidelines outline several potential risks associated with AI: 1. Third-Party Software and Hardware: While third-party software, hardware, and datasets can accelerate development, they may also introduce risks into AI products and systems. Therefore, effective risk management policies are crucial. 2. System Transparency: The lack of transparency in AI products and systems makes risk assessment relatively challenging. Inadequate transparency in AI models and datasets also pose risks for development and deployment. 3. Differences in Risk Perception: Developers of AI products and systems may overlook risks specific to different application scenarios. Moreover, risks may gradually emerge as the product or system is used and trained over time. 4. Application Domain Risks: Variations between testing results and actual operational performance can lead to differing risk assessments for evaluated products and systems. 5. Deviation from Human Behavioral Norms: If AI products and systems behave unexpectedly compared to human operations, this can indicate a drift in the product, system, or model, thereby introducing risks. The Guidelines also specify that businesses have to categorize risks when developing or using AI products and systems, and manage them in accordance with these classifications. In alignment with the EU AI Act, risks are classified into four levels: unacceptable, high, limited, and minimal. 1. Unacceptable Risk: If AI systems used by public or private entities provide social scoring of individuals, this could lead to discriminatory outcomes and the exclusion of certain groups. Furthermore, if AI systems are employed to manipulate the cognitive behavior of individuals or vulnerable populations, causing physical or psychological harm, such systems are deemed unacceptable and prohibited. 2. High risk: AI systems are classified as high-risk in several situations. These include applications used in critical infrastructure, such as transportation, where there is potential risk to citizens' safety and health. These situations also encompass AI systems involved in educational or vocational training (such as exam scoring), which can determine access to education or professional paths. AI used as safety-critical product components, such as robot-assisted surgery, also falls into this category. In the employment sector, AI systems used for managing recruitment processes, including CV-sorting software, are considered high-risk. Essential private and public services, such as credit scoring systems that impact loan eligibility, also fall under high-risk. AI used in law enforcement in ways that it may affect fundamental rights, such as evaluating the reliability of evidence, is also included. AI systems involved in migration, asylum, and border control, such as automated visa application examinations, are categorized as high-risk. Finally, AI solutions used in the administration of justice and democratic processes, such as court ruling searches, are also classified as high-risk. If an AI system is classified as high risk, it must be evaluated across ten criteria—Safety, Explainability, Resilience, Fairness, Accuracy, Transparency, Accountability, Reliability, Privacy, and Security—to ensure the AI system’s quality. 3. Limited risk: When an AI product or system is classified as having limited risk, it is up to the enterprise to determine whether an evaluation is required. The Guidelines also introduce specific transparency obligations to ensure that humans are informed when necessary, thus fostering trust. For instance, when using AI systems such as chatbots or systems for generating deepfake content, humans must be made aware that they are interacting with a machine so they can take an informed decision to continue or step back. 4. Minimal or no risk: The Guidelines allow the free use of minimal-risk AI. This includes applications such as AI-enabled video games and spam filters. Ⅲ. Conclusion The AI Product and System Evaluation Guidelines represent a significant step forward in establishing a robust, risk-based framework for AI governance in Taiwan. By aligning with international standards like the EU AI Act, these Guidelines ensure that AI products and systems are rigorously assessed and categorized into four distinct risk levels: unacceptable, high, limited, and minimal. This structured approach allows businesses to manage AI-related risks more effectively, ensuring that systems are safe, transparent, and accountable. The emphasis on evaluating AI systems across ten critical criteria—including safety, explainability, and fairness—reflects a comprehensive strategy to mitigate potential risks. This proactive approach not only safeguards the public but also fosters trust in AI technologies. By setting clear expectations and responsibilities for businesses, the Guidelines promote responsible development and deployment of AI, ultimately contributing to Taiwan's goal of becoming a leader in the global AI landscape.
Impact of Government Organizational Reform to Scientific Research Legal System and Response Thereto (2) – For Example, The Finnish Innovation Fund (“SITRA”)Impact of Government Organizational Reform to Scientific Research Legal System and Response Thereto (2) – For Example, The Finnish Innovation Fund (“SITRA”) III. Comparison of Strength and Weakness of Sitra Projects 1. Sitra Venture Capital Investment Model In order to comprehend how to boost innovation business development to upgrade innovation ability, we analyze and compare the innovation systems applied in Sweden, France and Finland[1] . We analyze and compare the characteristics, strength and weakness of innovation promotion models in terms of funding, networking and professional guidance. Generally, the first difficulty which a start-up needs to deal with when it is founded initially is the funding. Particularly, a technology company usually requires tremendous funding when it is founded initially. Some potentially adequate investors, e.g., venture capitals, seldom invest in small-sized start-up (because such overhead as supervision and management fees will account for a high percentage of the investment due to the small total investment amount). Networking means how a start-up integrates such human resources as the management, investors, technical advisors and IP professionals when it is founded initially. Control over such human resources is critical to a new company’s survival and growth. Professional guidance means how professional knowledge and human resource support the start-up’s operation. In order to make its product required by the market, an enterprise usually needs to integrate special professional knowledge. Notwithstanding, the professional knowledge and talents which are available from an open market theoretically often cannot be accessed, due to market failure[2]. Assuming that Sitra’s funding is prioritized as Pre-seed-Initiation stage, Seed-Development stage and Follow-up – Growth stage, under Finland model, at the Pre-seed-Initiation stage, Sitra will provide the fund amounting to EUR20,000 when Tekes will also provide the equivalent fund, provided that the latter purely provides subsidy, while the fund provided by Sitra means a loan to be repaid (without interest) after some time (usually after commercialization), or a loan convertible to shares. Then, the loan would be replaced by soft or convertible (to shares) investment and the source of funding would turn to be angel investors or local seed capital at the Seed-Development stage. At this stage, the angel investors, local seed capital and Sitra will act as the source of funding jointly in Finland, while Tekes will not be involved at this stage. At the Follow-up-Growth stage, like the Sweden model, Sitra will utilize its own investment fund to help mitigate the gap between local small-sized funding and large-sized international venture capital[3]. How to recruit professional human resources is critical to a start-up’s success. Many enterprises usually lack sufficient professional human resources or some expertise. DIILI service network set up by Sitra is able to provide the relevant solutions. DILLI is a network formed by product managers. Its members actively participate in starts-up and seek innovation. They also participate in investment of starts-up independently sometimes. Therefore, they are different from angel investors, because they devote themselves to the starts-up on a full-time basis[4]. In other words, they manage the starts-up as if the starts-up were their own business. 2. Key to Public Sector’s Success in Boosting Development of Innovation Activity Business In terms of professional guidance, voluntary guidance means the direct supply of such professional resources as financing, human resource and technology to starts-up, while involuntary guidance means the supply of strategic planning in lieu of direct assistance to help the enterprises make routine decisions[5]. The fractured and incomplete professional service attendant market generates low marginal effect. Therefore, it is impossible for the traditional consultation service to mitigate such gap and the investment at the pre-seed initiation stage will be excessive because of the acquisition of the professional services. Meanwhile, professional advisors seldom are involved in consultation services at the pre-seed initiation stage of a start-up because of the low potential added value. Therefore, at such stage, only involuntary professional guidance will be available usually. Under Sitra model, such role is played by an angel investor. Upon analysis and comparison, we propose six suggested policies to boost innovation activities successfully as the reference when observing Sitra operation. First of all, compared with the French model, Finland Sitra and Sweden model set more specific objectives to meet a start-up’s needs (but there is some defect, e.g., Sitra model lacks voluntary professional guidance). Second, structural budget is a key to the successful model. Sitra will receive the funds in the amount of EUR235,000,000 from the Finnish Government, but its operating expenditure is covered by its own operating revenue in whole. Third, it is necessary to provide working fund in installments and provide fund at the pre-seed-initiation stage. Under both of Finland model and Sweden model, funds will be provided at the pre-seed-initiation stage (Tekes is responsible for providing the fund in Finland). Fourth, the difficulty in networking must be solved. In Sitra, the large-sized talent network set up by it will be dedicated to recruiting human resources. Fifth, the voluntary professional guidance is indispensable at the pre-seed-initiation stage, while the same is unavailable at such stage under Sitra model. Instead, the Sweden model is held as the optimal one, as it has a dedicated unit responsible for solving the difficulty to seek profit. Sixth, soft loan[6] will be successfully only when the loan cannot be convertible to shares. At the pre-seed initiation stage or seed-development stage, a start-up is usually funded by traditional loan. Assuming that the start-up is not expected to gain profit, whether the loan may be convertible to shares will also be taken into consideration when the granting of loan is considered (therefore, the fund provider will not be changed to the “capital” provider). Besides, the government authorities mostly lack the relevant experience or knowledge, or are in no position to negotiate with international large-sized venture capital companies. For example, under the French model, the government takes advantage of its power to restrict the venture capital investment and thereby renders adverse impact to starts-up which seek venture capital. Finally, the supply of own fund to meet the enterprises’ needs at seed-development stage and follow-up-growth stage to mitigate the gap with large-sized venture capital[7] is also required by a successful funding model. IV. Conclusion－Deliberation of Finnish Sitra Experience As the leading national industrial innovation ability promoter in Finland, Sitra appears to be very characteristic in its organizational framework or operating mechanism. We hereby conclude six major characteristics of Sitra and propose the potential orientation toward deliberation of Taiwan’s industrial innovation policies and instruments. 1. Particularity of Organizational Standing In consideration of the particularity of Sitra organizational standing, it has two characteristics observable. First, Sitra is under supervision of the Finnish Parliament directly, not subordinated to the administrative organizational system and, therefore, it possesses such strength as flexibility and compliance with the Parliament’s requirements. Such organization design which acts independently of the administrative system but still aims to implement policies has been derived in various forms in the world, e.g., the agency model[8] in the United Kingdom, or the independent apparatus in the U.S.A. Nevertheless, to act independently of the administrative system, it has to deal with the deliberation of responsible political principles at first, which arouses the difficulty in taking care of flexibility at the same time. In Taiwan, the intermediary organizations include independent agencies and administrative corporations, etc., while the former still involves the participation of the supreme administrative head in the right of personnel administration and is subordinated to the ministries/departments of the Executive Yuan and the latter aims to enforce the public missions in the capacity of “public welfare” organization. Though such design as reporting to the Parliament directly is not against the responsible political principles, how the Parliament owns the authority to supervise is the point (otherwise, theoretically, the administrative authorities are all empowered by the parliament in the country which applies the cabinet system). Additionally, why some special authorities are chosen to report to the parliament directly while other policy subjects are not is also disputable. The existence of Sitra also refers to a circumstantial evidence substantiating that Finland includes the innovation policy as one of the important government policies, and also the objective fact that Finland’s innovation ability heads the first in the world. Second, Sitra is a self-sufficient independent fund, which aims to promote technical R&D and also seeks profit for itself, irrelevant with selection of adequate investment subjects or areas. Instead, for this purpose, the various decisions made by it will deal with the utility and mitigate the gap between R&D and market. Such entity is responsible for public welfare or policy projects and also oriented toward gain from investment to feed the same back to the individuals in the organization. In the administrative system, Sitra is not directed by the administrative system but reports to the Parliament directly. Sitra aims to upgrade the national R&D innovation ability as its long-term goal mission and utilizes the promotion of innovation business and development of venture capital market. The mission makes the profit-orientation compatible with the selection of investment subjects, as an enterprise unlikely to gain profit in the future usually is excluded from the national development view. For example, such industries as green energy, which is not likely to gain profit in a short term, is still worth investing as long as it meets the national development trend and also feasible (in other words, selection of marketable green technology R&D, instead of comparison of the strength and weakness in investment value of green energy and other high-polluted energy). 2. Expressly Distinguished From Missions of Other Ministries/Departments For the time being, Sitra primarily invests in starts-up, including indirect investment and direct investment, because it relies on successful new technology R&D which may contribute to production and marketability. Starts-up have always been one of the best options, as large-sized enterprises are able to do R&D on their own without the outsourcing needs. Further, from the point of view of an inventor, if the new technology is marketable, it will be more favorable to him if he chooses to start business on his own or make investment in the form of partnership, instead of transfer or license of the ownership to large-sized enterprises (as large-sized enterprises are more capable of negotiation). However, note that Sitra aims to boost innovation activities and only targets at start-up business development, instead of boosting and promoting the start-up per se. Under the requirement that Sitra needs to seek profit for itself, only the business with positive development view will be targeted by Sitra. Further, Sitra will not fund any business other than innovation R&D or some specific industries. Apparently, Sitra only focuses on the connection between innovation activities and start-up, but does not act as the competent authority in charge of small-sized and medium-sized enterprises. Meanwhile, Sitra highlights that it will not fund academic research activities and, therefore, appears to be distinguished from the competent authority in charge of national scientific research. Though scientific research and technology innovation business, to some extent, are distinguished from each other in quantity instead of quality, abstract and meaningless research is existent but only far away from the commercialization market. Notwithstanding, a lot of countries tend to distinguish basic scientific research from industrial technology R&D in the administration organization's mission, or it has to be. In term of the way in which Sitra carries out its mission, such distinguishing ability is proven directly. 3. Well-Founded Technology Foresight-Based Investment Business The corporate investments, fund investments and project funding launched by Sitra are all available to the pre-designated subjects only, e.g. ecological sustainable development, energy utilization efficiency, and social structural changes, etc. Such way to promote policies as defining development area as the first priority and then promoting the investment innovation might have some strength and weakness at the same time. First of all, the selection of development areas might meet the higher level national development orientation more therefor, free from objective environmental restrictions, e.g. technical level, leading national technology industries and properties of natural resources. Notwithstanding, an enterprise’s orientation toward innovation R&D might miss the opportunity for other development because of the pre-defined framework. Therefore, such way to promote policies as defining development areas or subjects as the first priority will be inevitably based on well-founded technology foresight-based projects[9], in order to take various subjective and objective conditions into consideration and to forecast the technology development orientation and impact to be faced by the home country’s national and social economies. That is, said strength and weakness will be taken into consideration beforehand for foresight, while following R&D funding will be launched into the technology areas pre-designated after thorough analysis. 4. Self-Interested Investment with the Same High Efficiency as General Enterprises Sitra aims to gain profit generally, and its individual investment model, e.g., DIILI, also permits marketing managers to involve business operation. The profit-sharing model enables Sitra to seek the same high efficiency as the general enterprises when purusing its innovation activity development. The investment launched by Sitra highlights that it is not “funding” (which Tekes is responsible for in Finland) or the investment not requiring return. Therefore, it has the system design to acquire corporate shares. Sitra participates in a start-up by offering its advanced technology, just like a general market investor who will choose the potential investment subject that might benefit him most upon his personal professional evaluation. After all, the ultimate profit will be retained by Sitra (or said DIILI manger, subject to the investment model). Certainly, whether the industry which requires permanent support may benefit under such model still remains questionable. However, except otherwise provided in laws expressly, said special organization standing might be a factor critical to Sitra profit-seeking model. That is, Sitra is not subordinated to the administrative system but is under supervision of the parliament independently, and how its staff deal with the conflict of interest issues in the capacity other than the public sector’s/private sector’s staff is also one of the key factors to success of the system. 5. Investment Model to Deal With Policy Instruments of Other Authorities/Agencies Sitra decides to fund a start-up depending on whether it may gain profit as one of its priorities. As aforesaid, we may preliminarily recognize that the same should be consistent with funding to starts-up logically and no “government failure” issue is involved. For example, the funding at the pre-seed-initiation stage needs to tie in with Tekes’ R&D “funding” (and LIKSA service stated herein) and, therefore, may adjust the profit-seeking orientation, thereby causing deviation in promotion of policies. The dispute over fairness of repeated subsidy/funding and rationality of resource allocation under the circumstance must be controlled by a separate evaluation management mechanism inevitably. 6. Affiliation with Enhancement of Regional Innovation Activities Regional policies cannot be separable from innovation policies, especially in a country where human resources and natural resources are not plentiful or even. Therefore, balancing regional development policies and also integrating uneven resource distribution at the same time is indispensable to upgrading of the entire national social economic benefits. The Finnish experience indicated that innovation activities ought to play an important role in the regional development, and in order to integrate enterprises, the parties primarily engaged in innovation activities, with the R&D ability of regional academic research institutions to upgrade the R&D ability effectively, the relevant national policies must be defined for adequately arranging and launching necessary resources. Sitra's approaches to invest in starts-up, release shares after specific period, integrate the regional resources, upgrade the national innovation ability and boost the regional development might serve to be the reference for universities’ centers of innovative incubator or Taiwan’s local academic and scientific sectors[10] to improve their approaches. For the time being, the organization engaged in venture capital investment in the form of fund in Taiwan like Sitra of Finland is National Development Fund, Executive Yuan. However, in terms of organizational framework, Sitra is under supervision of the Parliament directly, while National Development Fund is subordinated to the administrative system of Taiwan. Though Sitra and National Development Fund are both engaged in venture capital investments primarily, Sitra carries out its missions for the purpose of “promoting innovative activities”, while the National Development Fund is committed to achieve such diversified goals as “promoting economic changes and national development[11]” and is required to be adapted to various ministries’/departments’ policies. Despite the difference in the administrative systems of Taiwan and Finland, Sitra system is not necessarily applicable to Taiwan. Notwithstanding, Sitra’s experience in promotion and thought about the system might provide a different direction for Taiwan to think when it is conceiving the means and instruments for industrial innovation promotion policies in the future. [1] Bart Clarysse & Johan Bruneel, Nurturing and Growing Innovation Start-Ups: The Role of Policy As Integrator, R&D MANAGEMENT, 37(2), 139, 144-146 (2007). Clarysse & Bruneel analysis and comparison refers to Sweden Chalmers Innovation model, French Anvar/Banque de Developpement des PMEs model and Finland Sitra PreSeed Service model. [2] id. at 141-143. [3] id. at 141. [4] id. at 145-146. [5] id. at 143. [6] The loan to be repaid is not a concern. For example, the competent authority in Sweden only expects to recover one-fourths of the loan. [7] Clarysse & Bruneel, super note 26, at 147-148. [8] 彭錦鵬，〈英國政署之組織設計與運作成效〉，《歐美研究》，第30卷第3期，頁89-141。 [9] Technology foresight must work with the innovation policy road mapping (IPRM) interactively, and consolidate the forecast and evaluation of technology policy development routes. One study case about IPRM of the environmental sustainable development in the telecommunication industry in Finland, the IPRM may enhance the foresighted system and indicates the potential factors resulting in systematic failure. Please see Toni Ahlqvist, Ville Valovirta & Torsti Loikkanen, Innovation policy road mapping as a systemic instrument for forward-looking policy design, Science and Public Policy 39, 178-190 (2012). [10] 參見李昂杰，〈規範新訊：學界科專辦法及其法制配套之解析〉，《科技法律透析》，第23卷第8期，頁33（2011）。 [11] National Development Fund, Executive Yuan website, http://www.df.gov.tw/(tftgkz45150vye554wi44ret)/page-aa.aspx?Group_ID=1&Item_Title=%E8%A8%AD%E7%AB%8B%E5%AE%97%E6%97%A8#(Last visit on 2013/03/28)
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