國科會計畫

共享經濟商務之決策服務機制設計 (2024-2026)
支援在線求職的社會評鑑機制設計 ( 2023 - 2024 )
基於社群的技能感知線上課程與學伴推薦機制設計 ( 2022 - 2023 )
基於社群、行動與情境智慧的位置感知廣告之社群代言推薦機制設計 ( 2021 - 2022 )
基於社群與情境智慧的社群事件之社群代言推薦機制設計 ( 2020 - 2021 )
結合社群與情境智慧的社群事件推薦機制設計 ( 2019 - 2020 )
適地性服務社群評議群體決策支援機制 ( 2017 - 2018 )
設計以社群評議來支援情境感知的決策機制 ( 2016 - 2017 )
科技部國內學者參加國際研討會ESKM 2017
科技部國內學者參加國際研討會ECIS 2016
科技部國內學者參加國際研討會 ECIS 2015
應用Ontology於數位動作典藏資料庫之建置 ( 2008 - 2009 )

教育部計畫

1109-111 年高苑科技大學社會責任計畫,子計畫-多元文化紀實
107-109 年高苑科技大學高教深耕計畫
105-106年教育部實務增能計畫
103-104年教育部實務增能計畫
資通訊軟體創新人才推升計畫－3D 多媒體 ( 2016 - 2017 )
資訊人才培育計畫重點領域課程計畫-互動程式設計 ( 2013 - 2014 )
資訊人才培育計畫-互動多媒體 A 類 ( 2013 - 2014 )
資訊人才培育計畫-互動多媒體 B 類 ( 2012 - 2013 )
資訊人才培育計畫-卓越軟體創作社群推動 ( 2010 - 2012 )

產學計畫

2023 綜益資訊股份有限公司,會員數據整合雲端智能平台,民112.10-113.09
2017 高雄市前峰國中三好校園影音記錄,民106.03-106.05
2010台灣青年音像創作聯展
創意商品設計客製化與華語文創意學習網平台, 民99.1-99.12,
寶淨環保科技服務股份有限公司產品影片製作,民98.10-99.2,
文創禮贈品設計製作, 民97.4-97.6,
書法之字體創造姓名深層價值之應用

校內計畫

112 年度委託教師執行校務研究計畫 ( 2023 )

期刊論文

Lien-Fa Lin, Social Referral Mechanism For Context-Aware Mobil Advertising, Journal of Electronic Commerce Research (SSCI)25 (2) (2024) (IF 4.0)

Yung-Ming Li, Lien-Fa Lin,Min-Cheng Hung, A collective portfolio selection approach for investment clubs, Information & Management (SSCI) 61 (2) (2024) 103909 (IF 7.555)

Lien-Fa Lin, Yung-Ming Li, Yen-Chen Lin, A social diagnosis mechanism for healthcare knowledge sharing. Journal of Information Science https://doi.org/10.1177/01655515231199929 (2023) (IF 3.1)

Lien-Fa Lin, Yung-Ming Li, Jia-Ling Li, Wan-Chi Chiang, A social mechanism for healthcare consulting recommendation. Inf. Syst. 116: 102225 (2023)(IF 3.7)

Yung-Ming Li, Lien-Fa Lin, Ming-Yen Lien, An Appraisal Mechanism for a Social Marketplace, Information & Management (SSCI) 58 (7) (2021) 103511 (IF 7.555).

Yung-Ming Li, Lien-Fa Lin, Chin-Yu Hsieh, Bo-Syun Huang, A Social Investing Approach for Portfolio Recommendation, Information & Management (SSCI) 58 (2021) 103536 (IF 7.555)

Yung-Ming Li, Chin-Yu Hsieh, Lien-Fa Lin, Chi-Hsuan Wei, A social mechanism for task-oriented crowdsourcing recommendations, Decision Support Systems (SCI), 141 (2021) 113449 (IF 5.795).

Lien-Fa Lin, Yung-Ming Li, An Efficient Approach to Identify Social Disseminators for Timely Information Diffusion, Information Sciences 544 (2021) 78-96 (IF 6.975).

Yung-Ming Li, Cheng-Yang Lai, Lien-Fa Lin, A Diffusing Path Planning Mechanism for Marketing Information Propagation, Information & Management (SSCI), 54 (2017),269-280. Management 32/194 (IF 3.317)

Yung-Ming Li, Lien-Fa Lin, Chun-Chih Hou, A Social Route Recommender Mechanism for Store Shopping Support, Decision Support Systems (SCI), 94 (2017), 97–108. Computer Science, Artificial Intelligence 25/133 (IF 3.222)

Cheng-Yang Lai, *Yung-Ming Li, Lien-Fa Lin, A Social Referral Mechanism in the e-Marketplace, Information & Management (SSCI),54 (2017) 269-280. Management 32/194 (IF 3.317)

Lien-Fa Lin, Yung-Ming Li, Fu-Shun Hsieh, A Social Decision Support Mechanism for Group Purchasing, International Journal of Economics and Management Engineering, 10 (2016) 2734-2742.

Lien Fa Lin, Yung Ming Li, Hsin Chen Hsieh, Combining Mobile Intelligence with Formation Mechanism for Group Commerce, International Journal of Economics and Management Engineering, 10 (2016) 2718-2733.

Lien-Fa Lin, Yung-Ming Li, W.-H. Wu, “A Social Endorsing Mechanism for Target Advertisement Diffusion,” Information & Management (SSCI), 52 (2015) 982-997. Management 32/194 (IF 3.317)

Yung-Ming Li, Lien-Fa Lin, Y.-H. Lin, “A Recommender Mechanism for Social Knowledge Navigation in an Online Encyclopedia”, Information Processing & Management, 50 (2014) (SSCI), 634-652. Computer Science, Information Systems 50/146 (IF 2.391)

Yung-Ming Li, Lien-Fa Lin, S-W Chiu, “Enhancing Targeted Advertising with Social Context Endorsement”, International Journal of Electronic Commerce, 19 (2014) (SSCI), 11-64. Business 18/121 (IF 3.90)

Yung-Ming Li, C.-L. Chou, Lien-Fa Lin, “A Social Recommender Mechanism for Location –Based Group Commerce”, Information Sciences (SCI), 274 (2014), 125–142. Computer Science, Information System 7/146 (IF 4.832)

Yung-Ming Li, H.-M Chen, J.-H. Liou, Lien-Fa Lin, “Creating Social Intelligence for Product Portfolio Design,” Decision Support Systems, 66 (2014) (SSCI), 123-134. Computer Science, Artificial Intelligence 25/133 (IF 3.222)

Lien-Fa Lin and Yuan-Ko Huang, "Value-added Model on Ancient Calligraphy Digital Archives", Journal of Information, Technology, and Society, Vol. 12, p.p. 1-22, 2012.

Lien-Fa Lin and Yuan-Ko Huang, "Scalable processing of continuous K-nearest neighbor queries with uncertain velocity", Expert Systems with Applications, Vol. 38(8), pp. 9256-9265, 2011. (SCI, EI)

Lien-Fa Lin and Yuan-Ko Huang, "Intelligent Data Receiver Mechanism for Wireless Broadcasting System", International Journal of Database Management Systems, Vol. 3(4), pp. 131-146, 2011.

Lien-Fa Lin and Yuan-Ko Huang, "Design and Evaluation of Proactive Data Receiver for Wireless Broadcasting Systems", Journal of e-Business, Vol. 10(1), pp. 201-234, 2008. (TSSCI)

Lien-Fa Lin and Yuan-Ko Huang, "Search Location Dependent Data on Air", Journal of e-Business, Vol. 9(2), pp. 377-400, 2007. (TSSCI)

Lien-Fa Lin, Hsieh-Chih Chen, Yuan-Ko Huang, "Support of Energy-Conserving Adaptive Queries for Wireless Broadcast Environments", Journal of Information Management, Vol. 9(1), pp. 119-140, 2007.

研討會論文

Lien-Fa Lin, Yuan-Ko Huang,A Social Mechanism for Skill-Aware Online Course and Learning Companions Recommendation, in Proceeding of the International Conference on Business and Social Science, ICBASS 2024.

Chin-Hsuan Lo, Lien-Fa Lin, Personalized E-shopping Recommendations for Sustainable Consumption, IIAI-AAI 2024.

Sin-Hua Wu, Lien-Fa Lin, Utilizing Social Trust Mechanisms to Minimize the Influence of False Ratings on Recommendation Systems, IIAI-AAI 2024.

Yuan-Ko Huang, Lien-Fa Lin, "Distributed Processing of Budget-based Neighboring Object Group Queries", in Proceeding of the 9th IEEEACIS International Conference on Big Data, Cloud Computing, and Data Science (BCD 2024-Summer)

Yuan-Ko Huang, Lien-Fa Lin, "Evaluating Neighboring Site Group Queries with Constraint of Budget Range", in Proceeding of the 11th International Conference on Computer and Communications Management (ICCCM), Nagoya, Japan, August 4-6, 2023

Lien-Fa Lin, Yuan-Ko Huang, Yung-Ming Li, "Leverage Social and Contextual Intelligence for Personalized Social Event Recommendation.", IIAI-AAI 2023

Lien-Fa Lin, Yuan-Ko Huang, Kai-Chun Hou, “Social Endorser Advertising Dissemination Mechanism Based on Social, Mobility and ContextualIntelligence”, IIAI-AAI 2022: 519-524

Kai-Chun Hou,Kang-Ming Chang, Lien-Fa Lin, "Research on Students' Creative Motivation through Interactive Virtual Reality", The 26th Global Chinese Conference on Computers in Education（GCCCE), 2022

Lien-Fa Lin, “Social Endorsing Mechanism for Social Event Diffusion”, 12th International Conference on E-Service and Knowledge Management (ESKM), 2021

Lien-Fa Lin, “Social event activity recommendation mechanism for location-based services”, 11th International Conference on E-Service and Knowledge Management (ESKM), 2020

Lien-Fa Lin, Yung-Ming Li, “A Social Recommendation Mechanism for P2P Currency Exchange”, 10th International Conference on E-Service and Knowledge Management (ESKM), 2019

Lien-Fa Lin, “Social event shopping recommendation mechanism for location-based services”, the First International Cognitive Cities Conference (IC3 2018)

Lien-Fa Lin, Yung-Ming Li, “A social recommendation mechanism for enhancing O2O e-commence”, 8th International Conference on E-Service and Knowledge Management (ESKM), 2017.

Lien-Fa Lin, yung-Ming Li, “An Appraisal Mechanism for Social Marketplace”, 24rd European Conference on Information Systems (ECIS), 2016.

Lien-Fa Lin, Yung-Ming Li, Ting-Kai Hwang, Alvin Chang, “A Contextual Group Recommender Mechanism for Location-based Service”, Americas Conference on Information Systems (AMCIS), 2015.

Ting-Kai Hwang, Yung-Ming Li, Lien-Fa Lin, Yu-Ting Fu, “A Social Referral Mechanism for Job Reference Recommendation”, Americas Conference on Information Systems (AMCIS), 2015.

Lien-Fa Lin, Yung-Ming Li, “Social Appraisal Support for Point-of-Interest Visiting Decision-Making”, 23rd European Conference on Information Systems (ECIS), 2015.

Lien-Fa Lin, Yung-Ming Li, “A social endorsing mechanism for location-based advertising”, 18th Pacific Asia Conference on Information Systems (PACIS), 2014.

Yung-Ming Li, Lien-Fa Lin, Y.-C Lin, “Leveraging social and contextual intelligence for point-of-interest recommendation”, 18th Pacific Asia Conference on Information Systems (PACIS), 2014.

Yuan-Ko Huang and Lien-Fa Lin, “Processing Probabilistic K-Nearest Neighbor Query Using Rlsd-tree,”in Proceeding of the International Conference on Advanced Information Networking and Applications (AINA), Victoria, Canada, May 13-16, 2014.

Yuan-Ko Huang, I-Fang Su, Lien-Fa Lin, and Yu-Chi Chung, “Efficient Processing of Updates for Moving Objects with Varying Speed and Direction,” in Proceeding of the International Conference on Advanced Information Networking and Applications (AINA), Barcelona, Spain, March 25-28, 2013.

Yuan-Ko Huang, Lien-Fa Lin, Yu-Chi Chung, and I-Fang Su,“ Continuous Min-Max Distance Bounded Query in Road Networks,” in Proceeding of the International Conference on Asia Pacific Web Conference (APWEB), Kunming, China, April 2012.

Yuan-Ko Huang and Lien-Fa Lin, “Continuous Within Query in Road Networks,” in Proceeding of the International Conference on Wireless Communications and Mobile Computing (IWCMC), Istanbul, Turkey, July 2011

Yung-Ming Li, Lien-Fa Lin, “Evaluating Disseminators for Time-Critical Information Diffusion on Social Networks”, the International Conference on e-Business, ICE-B 2012.

Yung-Ming Li, Lien-Fa Lin, “Business Modeling for Online Video Services: Download vs. Streaming” 13th International Conference on Electronic Commerce (ICEC 2011), Paper 48, Liverpool, UK, 2011.

國際研討會發表與演講

"Leverage Social and Contextual Intelligence for Personalized Social Event Recommendation", BTOM 2023.

“Social Endorser Advertising Dissemination Mechanism Based on Social, Mobility and ContextualIntelligence”, BTOM 2022.

“Social Endorsing Mechanism for Social Event Diffusion”, ESKM 2021.

“Social event activity recommendation mechanism for location-based services”, ESKM 2020.

“A Social Recommendation Mechanism for P2P Currency Exchange”, ESKM 2019.

“A social recommendation mechanism for enhancing O2O e-commence”, ESKM 2017.

“An Appraisal Mechanism for Social Marketplace”, ECIS 2016.

“Social Appraisal Support for Point-of-Interest Visiting Decision-Making”, ECIS 2015.

“A social endorsing mechanism for location-based advertising”, PACIS 2014.

Engineering Social Commerce”, Chang Jung Christian University, 2015

“Engineering Social Commerce”, National Kaohsiung Marine University, 2016

期刊審查

Decision Support Systems (DSS)

Information and Management (I&M)

Electronic Commerce Research and Application (ECRA)

IEEE Transactions on Cybernetics (TCYB)

Information Sciences (INS)

Information Processing and Management (IPM)

Journal Network and Computer Applications (JNCA)

Journal of Retailing and Consumer Services (JRCS)

大專生國科會計畫

情境式部落格平台建置

親子情境互動裝置系統設計研究

數位典藏加值應用-中英文姓名書法字轉換系統平台

善本圖籍數位典藏與加值應用模式之研究

情境化社群平台-指導教師

研究生

112 年度

吳羿廷 : 生成式 AI 於旅遊領用的應用-旅遊智能助理設計

吳定楠 : 基於內容與情感特徵分群電影推薦

蔡佑倫 : 結合情感分析技術的混合過濾形成推薦模型設計

陳緯辰 : 基於媒體網路民調預測總統當選之政黨

大學部專題生

112 年度

陳博仁, 楊仁和, 黃政揚, 黃吉菘 :以AI實作影片製作軟體

陳柏彰, 林煦翔, 林柏修, 洪振祐 :基於強化學習之Roguelike遊戲製作

111 年度

游昆霖, 陳柏翰 :區塊鏈實務專題

林佑享, 劉彥佑 :Unity放置經營遊戲實作

周津宇, 呂家佑 :股票資訊平台之實務開發

江晉緯, 張晃 :豹利雲 — 雲端一體化管理平台

李冠誼, 楊玄楷 :出遊約伴APP