Optimizing Recommendations with an RFID-Based Approach for the Taiwan Trainquali Document Management System

10.7903/ijecs.1148

Chao-Tsong Fangtsou；Rui-Yang Chen；Ming-Hung Yang

RFID-Based ； Collaborative Filtering ； TTQS Document Management ； IoT ； Optimizing Recommendation

International Journal of Electronic Commerce Studies

5卷1期（2014 / 06 / 01）

1 - 25

英文

Document management is a method to organize current knowledge and an appropriate document management method can decrease the time necessary to search for knowledge and also actively recommend a suitable document for a user thru an algorithm function. This paper proposes a document management system that combines RFID (Radio Frequency Identification) and an optimizing recommendation method. This system can immediately and intelligently obtain document information and provide suitable recommendation results based on a user's personal usage behavior and document characteristics and per document regulations of the TTQS (Taiwan TrainQuali System) standard. As such, the system furthers collaborative operation between organizations in document sharing. This paper describes the document management method in terms of an active response and communication platform that helps to consolidate and improve management efficiency and open up potential business opportunities.

1. Investors in People. Welcome to Investors in People, Retrieved on April 28, 2012, from http://www.investorsinpeople.co.uk/Pages/Home.aspx
2. Bureau of Employment and Vocational Training (BEVT) Council of Labor Affairs. Taiwan TrainQuali System. Retrieved on April 4, 2012, from http://ttqs.evta.gov.tw/
3. Atzori, L.,Iera, A.,Morabito, G.(2010).The internet of things: A survey.Computer networks,54(15),2787-2805.
4. Bobadilla, J.,Hernando, A.,Ortega, F.,Bernal, J.(2011).A framework for collaborative filtering recommender systems.Expert Systems with Applications,38(12),14609-14623.
5. Bobadilla, J.,Ortega, F.,Hernando, A.,Gutiérrez, A.(2013).Recommender systems survey.Knowledge-Based Systems,46,109-132.
6. Chen, C.W.(2005).National Central University Department Of Mechanical Engineering.
7. Chen, R.S.(2010).Introduction to RFID and application.New Taipei City:Chuan Hwa Publishing Ltd.
8. Chung, P.C.(2009)。Department of Engineering Sciemce, National Cheng Kung University。
9. Dao, T.H.,Jeong, S.R.,Ahn, H.(2012).A novel recommendation model of location-based advertising: Context-Aware Collaborative Filtering using GA approach.Expert Systems with Applications,39(3),3731-3739.
10. Domingo, M.C.(2012).An overview of the Internet of Things for people with disabilities.Journal of Network and Computer Applications,35(2),584-596.
11. Han, S.F.(2003)。Department of Information Management, Chung Yuan Christian University。
12. Ho, H.Y.(2008)。Department of Computer Science, National Cheng Kung University。
13. Huang, H.C.(2006).Department of Information Management, National Sun Yat-sen University.
14. Lin, W.T.,Liao, W.C.,Li, C.F.,Cheng, P.W.,Kung, C.Y.(2009).The research in TTQS TrainQuali System develop strategy.Employment Security,8(2),68-75.
15. Liu, D.R.,Lai, C.H.,Chiu, H.(2011).Sequence-based trust in collaborative filtering for document recommendation.International Journal of Human-Computer Studies,69(9),587-601.
16. Liu, Y.H.(2009)。Department of human resource development, National Kaohsiung University of Applied Sciences。
17. Tsai, K.Y.,Chen, L.R.,Huang, Y.M.(2009).The application of RFID in document management research.GS1 Taiwan report,Winter issue,42-45.
18. Tseng, C.C.(2011)。Department of Information Management, I-Shou university。
19. Weber, R.H.(2010).Internet of Things - New security and privacy challenges.Computer Law & Security Review,26(1),23-30.
20. Weber, R.H.(2011).Accountability in the Internet of Things.Computer Law & Security Review,27(2),133-138.
21. Wei, C.P.,Yang, C.S.,Hsiao, H.W.(2008).A collaborative filtering-based approach to personalized document clustering.Decision Support Systems,45(3),413-428.
22. Yeh, K.C.,Chen, R.S.,Chen, C.C.(2011).Intelligent service-integrated platform based on the RFID technology and software agent system.Expert Systems with Applications,38(4),3058-3068.