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題名：基於多層關聯探勘之新穎圖書推薦系統
書刊名：圖書資訊學研究
作者：鍾峰宜／廖容佐／莊宗穎／洪新原 引用關係／丁川康
作者(外文)：Chung, Feng-i／Liaw, Rung-tzuo／Jhuang, Zong-ying／Hung, Shin-yuan／Ting, Chuan-kang
出版日期：2018
卷期：13:1
頁次：頁51-85
主題關鍵詞：協同過濾；資料稀疏性；多層次關聯規則；圖書推薦；學術圖書館；Collaborative filtering；Sparsity；Multiple-level association rule mining；Book recommendation；Academic library
原始連結：連回原系統網址new window
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  • 被引用次數被引用次數:期刊(0) 博士論文(0) 專書(0) 專書論文(0)
  • 排除自我引用排除自我引用:0
  • 共同引用共同引用:6
  • 點閱點閱:20
期刊論文
1.卜小蝶(20021200)。使用者導向之圖書分類關聯分析研究。圖書資訊學刊，17，81-94。new window  延伸查詢new window
2.Boateng, F.、Liu, Y. Q.(2014)。Web 2.0 applications' usage and trends in top US academic libraries。Library Hi Tech，32(1)，120-138。  new window
3.Adomavicius, G.、Tuzhilin, A.(2005)。Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions。IEEE Transactions on Knowledge and Data Engineering，17(6)，734-749。  new window
4.Goldberg, D.、Nichols, D.、Oki, B. M.、Terry, D.(1992)。Using collaborative filtering to weave an information tapestry。Communications of the ACM，35(12)，61-70。  new window
5.Papagelis, M.、Plexousakis, D.(2005)。Qualitative analysis of user-based and item-based prediction algorithms for recommendation agents。Engineering Applications of Artificial Intelligence，18(7)，781-789。  new window
6.Deshpande, M.、Karypis, G.(2004)。Item-based top-n recommendation algorithms。ACM Transactions on Information Systems，22(1)，143-177。  new window
7.Herlocker, J. L.、Konstan, J. A.、Terveen, L. G.、Riedl, J. T.(2004)。Evaluating collaborative filtering recommender systems。ACM Transactions on Information Systems (TOIS)，22(1)，5-53。  new window
8.Anderson, C.(2004)。The Long Tail。Wired magazine，12(10)，170-177。  new window
9.Han, J.、Fu, Y.(1999)。Mining Multiple-Level Association Rules in Large Databases。IEEE Transactions on Knowledge and Data Engineering，11(5)，798-805。  new window
10.Resnick, P.、Varian, H. R.(1997)。Recommender systems。Communications of the ACM，40(3)，56-58。  new window
11.Linden, G.、Smith, B.、York, J.(2003)。Amazon. com recommendations: Item-to-item collaborative filtering。IEEE Internet Computing，7(1)，76-80。  new window
12.Belkin, N. J.、Croft, W. B.(1992)。Information Filtering and Information Retrieval: Two Sides of the Same Coin?。Communications of the ACM，35(12)，29-38。  new window
13.Bauer, J.、Nanopoulos, A.(2014)。Recommender systems based on quantitative implicit customer feedback。Decision Support Systems，68，77-88。  new window
14.柯皓仁、楊雅雯、吳安琪、戴玉旻(2002)。個人化及群體化圖書館資訊服務初探。國家圖書館館刊，91(1)，161-195。new window  延伸查詢new window
15.熊馨、王衛平、葉躍祥(2005)。基於概念分層的個性化推薦算法。計算機應用，25(5)，1006-1008。  延伸查詢new window
16.謝建成、林湧順(20060900)。書目探勘讀者使用圖書館之行為。教育資料與圖書館學，44(1)，35-60。new window  延伸查詢new window
17.Alharthi, H.、Inkpen, D.、Szpakowicz, S.(2017)。A survey of book recommender systems。Journal of Intelligent Information Systems，1-22。  new window
18.Blecic, D. D.、Bangalore, N. S.、Dorsch, J. L.、Henderson, C. L.、Koenig, M. H.、Weller, A. C.(1998)。Using transaction log analysis to improve OPAC retrieval results。College & Research Libraries，59(1)，39-50。  new window
19.Chen, L.、Chen, G.、Wang, F.(2015)。Recommender systems based on user reviews: the state of the art。User Modeling and User-Adapted Interaction，25(2)，99-154。  new window
20.Geuens, S.、Coussement, K.、De Bock, K. W.(2018)。A framework for configuring collaborative filtering-based recommendations derived from purchase data。European Journal of Operational Research，265(1)，208-218。  new window
21.Geyer-Schulz, A.、Neumann, A.、Thede, A.(2003)。An architecture for behavior-based library recommender systems。Information technology and libraries，22(4)，165。  new window
22.Huang, S.、Ma, J.、Cheng, P.、Wang, S.(2015)。A hybrid multigroup coclustering recommendation framework based on information fusion。ACM Transactions on Intelligent Systems and Technology (TIST)，6(2)，1-12。  new window
23.Huang, T. C. K.、Chen, Y. L.、Chen, M. C.(2016)。A novel recommendation model with Google similarity。Decision Support Systems，89，17-27。  new window
24.Huang, Z.、Chen, H.、Zeng, D.(2004)。Applying associative retrieval techniques to alleviate the sparsity problem in collaborative filtering。ACM Transactions on Information Systems (TOIS)，22(1)，116-142。  new window
25.Kanagal, B.、Ahmed, A.、Pandey, S.、Josifovski, V.、Yuan, J.、Garcia-Pueyo, L.(2012)。Supercharging recommender systems using taxonomies for learning user purchase behavior。Proceedings of the VLDB Endowment，5(10)，956-967。  new window
26.Kardan, A. A.、Ebrahimi, M.(2013)。A novel approach to hybrid recommendation systems based on association rules mining for content recommendation in asynchronous discussion groups。Information Sciences，219(10)，93-110。  new window
27.Miller, B. N.、Konstan, J. A.、Riedl, J.(2004)。PocketLens: Toward a personal recommender system。ACM Transactions on Information Systems (TOIS)，22(3)，437-476。  new window
28.Najafabadi, M. K.、Mahrin, M. N. R.(2016)。A systematic literature review on the state of research and practice of collaborative filtering technique and implicit feedback。Artificial intelligence review，45(2)，167-201。  new window
29.Najafabadi, M. K.、Mahrin, M. N. R.、Chuprat, S.、Sarkan, H. M.(2017)。Improving the accuracy of collaborative filtering recommendations using clustering and association rules mining on implicit data。Computers in Human Behavior，67，113-128。  new window
30.Noia, T. D.、Ostuni, V. C.、Tomeo, P.、Sciascio, E. D.(2016)。Sprank: Semantic path-based ranking for top-n recommendations using linked open data。ACM Transactions on Intelligent Systems and Technology (TIST)，8(1)，9。  new window
31.Siguenza-Guzman, L.、Saquicela, V.、Avila-Ordóñez, E.、Vandewalle, J.、Cattrysse, D.(2015)。Literature review of data mining applications in academic libraries。The Journal of Academic Librarianship，41(4)，499-510。  new window
32.Su, X.、Khoshgoftaar, T. M.(2009)。A survey of collaborative filtering techniques。Advances in artificial intelligence，2009，(421425)1-(421425)19。  new window
33.Tsuji, K.、Takizawa, N.、Sato, S.、Ikeuchi, U.、Ikeuchi, A.、Yoshikane, F.、Itsumura, H.(2014)。Book recommendation based on library loan records and bibliographic information。Procedia-social and behavioral sciences，147，478-486。  new window
34.Tyagi, S.、Bharadwaj, K. K.(2013)。Enhancing collaborative filtering recommendations by utilizing multi-objective particle swarm optimization embedded association rule mining。Swarm and Evolutionary Computation，13，1-12。  new window
35.Zhang, F.(2016)。A personalized time-sequence-based book recommendation algorithm for digital libraries。IEEE Access，4，2714-2720。  new window
36.Zhang, H.、Chow, T. W.、Wu, Q. J.(2016)。Organizing books and authors by multilayer SOM。IEEE transactions on neural networks and learning systems，27(12)，2537-2550。  new window
會議論文
1.Sarwar, B.、Karypis, G.、Konstan, J.、Riedl, J.(2000)。Analysis of recommendation algorithms for e-commerce。The Second ACM Conference on Electronic Commerce，(會議日期: 2000, October)。Minneapolis, Minnesota：ACM。158-167。  new window
2.Herlocker, J. L.、Konstan, J. A.、Borchers, A.、Riedl, J.(1999)。An Algorithmic Framework for Performing Collaborative Filtering。The 22nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval，230-237。  new window
3.Sohail, S. S.、Siddiqui, J.、Ali, R.(2013)。Book Recommendation System Using Opinion Mining Technique。The 2013 International Conference on Advances in Computing, Communications and Informatics，(會議日期: 2013, August)。IEEE。1609-1614。  new window
4.Ali, Z.、Khusro, S.、Ullah, I.(2016)。A hybrid book recommender system based on table of contents (toc) and association rule mining。10th International Conference on Informatics and Systems，(會議日期: 2016, May)。ACM。68-74。  new window
5.Jomsri, P.(2014)。Book recommendation system for digital library based on user profiles by using association rule。Innovative Computing Technology (INTECH), 2014 Fourth International Conference on，(會議日期: 2014, August)。IEEE。130-134。  new window
6.Koenigstein, N.、Dror, G.、Koren, Y.(2011)。Yahoo! music recommendations: modeling music ratings with temporal dynamics and item taxonomy。The fifth ACM conference on Recommender systems，(會議日期: 2011, October)。ACM。165-172。  new window
7.Mariana, S.、Surjandari, I.、Dhini, A.、Rosyidah, A.、Prameswari, P.(2017)。Association rule mining for building book recommendation system in online public access catalog。Science in Information Technology (ICSITech), 2017 3rd International Conference on，(會議日期: 2017, October)。IEEE。246-250。  new window
8.Parvatikar, S.、Joshi, B.(2015)。Online book recommendation system by using collaborative filtering and association mining。Computational Intelligence and Computing Research (ICCIC), 2015 IEEE International Conference on，(會議日期: 2015, December)。IEEE。1-4。  new window
9.Pera, M. S.、Ng, Y. K.(2013)。What to read next?: making personalized book recommendations for K-12 users。The 7th ACM conference on Recommender systems，(會議日期: 2013, October)。ACM。113-120。  new window
10.Priyanka, K.、Tewari, A. S.、Barman, A. G.(2015)。Personalised book recommendation system based on opinion mining technique。Communication Technologies (GCCT), 2015 Global Conference on，(會議日期: 2015, April)。IEEE。285-289。  new window
11.Tewari, A. S.、Priyanka, K.(2014)。Book recommendation system based on collaborative filtering and association rule mining for college students。Contemporary Computing and Informatics (IC3I), 2014 International Conference on，(會議日期: 2014, November)。IEEE。135-138。  new window
12.Tewari, A. S.、Kumar, A.、Barman, A. G.(2014)。Book recommendation system based on combine features of content based filtering, collaborative filtering and association rule mining。Advance Computing Conference (IACC), 2014 IEEE International，(會議日期: 2014, February)。IEEE。500-503。  new window
13.Wang, J.、De Vries, A. P.、Reinders, M. J.(2006)。Unifying userbased and item-based collaborative filtering approaches by similarity fusion。The 29th annual international ACM SIGIR conference on Research and development in information retrieval，(會議日期: 2006, August)。ACM。501-508。  new window
14.Xin, L.、Haihong, E.、Junde, S.、Meina, S.、Junjie, T.(2013)。Collaborative Book Recommendation Based on Readers' Borrowing Records。Advanced Cloud and Big Data (CBD), 2013 International Conference on，(會議日期: 2013, December)。IEEE。159-163。  new window
15.Yan, F.、Zhang, M.、Tang, J.、Sun, T.、Deng, Z.、Xiao, L.(2010)。Users' book-loan behaviors analysis and knowledge dependency mining。International Conference on Web-Age Information Management，(會議日期: 2010, July)。Berlin, Heidelberg：Springer。206-217。  new window
16.Zhou, J.、Luo, T.(2010)。A novel approach to solve the sparsity problem in collaborative filtering。Networking, Sensing and Control (ICNSC), 2010 International Conference on，(會議日期: 2010, April)。IEEE。165-170。  new window
17.Ziegler, C. N.、Lausen, G.、Schmidt-Thieme, L.(2004)。Taxonomy-driven computation of product recommendations。The thirteenth ACM international conference on Information and knowledge management，(會議日期: 2004, November)。ACM。406-415。  new window
18.Sarwar, B.、Karypis, G.、Konstan, J.、Riedl, J.(2001)。Item-based collaborative filtering recommendation algorithms。The 10th international conference on World Wide Web。ACM。285-295。  new window
圖書
1.Salton, G.(1989)。Automatic Text Processing: The Transformation, Analysis and Retrieval of Information by Computer。New York：Addison-Wesley Publishing Company。  new window
2.Baeza-Yates, R.、Ribeiro-Neto, B.(1999)。Modern information retrieval。New York：ACM press。  new window
3.Becker, S. A.、Cummins, M.、Davis, A.、Freeman, A.、Giesinger, C. H.、Ananthanarayanan, V.、Wolfson, N.(2017)。NMC horizon report: 2017 library edition。The New Media Consortium。  new window
其他
1.Johnson, L.，Becker, S. Adams，Estrada, V.，Freeman, A.(2015)。NMC Horizon Report: 2015 Library Edition，Austin, Texas：The New Media Consortium。，http://cdn.nmc.org/media/2015-nmc-horizon-report-library-EN.pdf。  new window
圖書論文
1.柯皓仁(2017)。大專校院圖書館。中華民國一〇五年圖書館年鑑。臺北市：國家圖書館。  延伸查詢new window
2.高鵬(2017)。圖書館統計。中華民國一〇五年圖書館年鑑。國家圖書館。  延伸查詢new window
 
 
 
 
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