Interaction Commerce, a Technological Architecture Focused on Recommender System_

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題名：	Interaction Commerce, a Technological Architecture Focused on Recommender System
書刊名：	International Journal of Electronic Commerce Studies
作者：	Salvatori, Luca／Marcantoni, Fausto
出版日期：	2016
卷期：	7:2
頁次：	頁105-134
主題關鍵詞：	Social commerce architecture；Electronic commerce architecture；Recommender system architecture；Recommender system with social network
原始連結：	連回原系統網址
相關次數：	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:0 共同引用:0 點閱:31

期刊論文
1.	Bobadilla, J.、Ortega, F.、Hernando, A.、Gutiérrez, A.(2013)。Recommender systems survey。Knowledge-Based Systems，46，109-132。
2.	Kim, D.(2006)。Process chain: A new paradigm of collaborative commerce and synchronized supply chain。Business Horizons，49(5)，359-367。
3.	Ng, Celeste See-Pui(2013)。Intention to purchase on social commerce websites across cultures: A cross-regional study。Information and Management，50(8)，609-620。
4.	Curty, R. G.、Zhang, P.(2013)。Website features that gave rise to social commerce: A historical analysis。Electronic Commerce Research and Applications，12(4)，260-279。
5.	Kim, D.(2013)。Under what conditions will social commerce business models survive?。Electronic Commerce Research and Applications，12(2)，69-77。
6.	Herlocker, J. L.、Konstan, J. A.、Terveen, L. G.、Riedl, J. T.(2004)。Evaluating collaborative filtering recommender systems。ACM Transactions on Information Systems，22(1)，5-53。
7.	Park, D. H.、Kim, H. K.、Choi, I. Y.、Kim, J. K.(2012)。A literature review and classification of recommender systems research。Expert Systems with Applications，39(11)，10059-10072。
8.	Linden, G.、Smith, B.、York, J.(2003)。Amazon.com recommendations: Item-to-item collaborative filtering。IEEE Internet Computing，7(1)，76-80。
9.	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。
10.	Bobadilla, J.、Ortega, F.、Hernando, A.、Bernal, J.(2012)。A collaborative filtering approach to mitigate the new user cold start problem。Knowledge-Based Systems，26，225-238。
11.	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。
12.	Bobadilla, J.、Hernando, A.、Ortega, F.、Bernal, J.(2011)。A framework for collaborative filtering recommender systems。Expert Systems with Applications，38(12)，14609-14623。
13.	Wang, C. N.、Zhang, P.(2012)。The evolution of social commerce: The people, management, technology, and information dimensions。Communications of the Association for Information Systems，31(5)，1-23。
14.	Stephen, A. T.、Toubia, O.(2009)。Explaining the power-law degree distribution in a social commerce network。Social Networks，31(4)，262-270。
15.	Lu, J.、Wu, D.、Mao, M.、Wang, W.、Zhang, G.(2015)。Recommender system application developments: A survey。Decision Support Systems，74，12-32。
16.	Cleger-Tamayo, S.、Fernández-Luna, J. M.、Huete, J. F.(2012)。Top-N news recommendations in digital newspapers。Knowledge-Based Systems，27，180-189。
17.	Ali, S. M.、Ghani, I.(2012)。A review on recommender techniques, systems and evaluation metrics。Science International Lahore，24(4)，503-511。
18.	Mladenic, D.(1999)。Text-learning and related intelligent agents: A survey。IEEE Intelligent Systems，14(4)，44-54。
19.	Deshpande, M.、Karypis, G.(2004)。Item-based top-n recommendation algorithms。ACM Transactions on Information Systems，22(1)，143-177。
20.	Su, X.、Khoshgoftaar, T. M.(2009)。A survey of collaborative filtering techniques。Advances In Artificial Intelligence，12，1-19。
21.	Bobadilla, J.、Hernando, A.、Ortega, F.、Gutiérrez, A.(2012)。Collaborative filtering based on significances。Information Sciences，185(1)，1-17。
22.	Hofmann, T.(2004)。Latent semantic models for collaborative filtering。ACM Transactions on Information Systems (TOIS)，22(1)，89-115。
23.	Salter, J.、Antonopoulos, N.(2006)。CinemaScreen recommender agent: combining collaborative and content-based filtering。IEEE Intelligent Systems，21(1)，35-41。
24.	Yu, K.、Schwaighofer, A.、Tresp, V.、Xu, X.、Kriegel, H. P.(2004)。Probabilistic memory-based collaborative filtering。IEEE Transactions on Knowledge and Data Engineering，16(1)，56-69。
25.	Rashid, A. M.、Karypis, G.、Riedl, J.(2008)。Learning preferences of new users in recommender systems: An information theoretic approach。ACM SIGKDD Explorations Newsletter，10(2)，90-100。
26.	du Boucher-Ryan, P.、Bridge, D.(2006)。Collaborative recommending using formal concept analysis。Knowledge-Based Systems，19(5)，309-315。
27.	Ahn, H. J.(2008)。A new similarity measure for collaborative filtering to alleviate the new user cold-starting problem。Information Sciences，178(1)，37-51。
28.	Spärck-Jones, Karen(1972)。A statistical interpretation of term specificity and its application in retrieval。Journal of Documentation，28(1)，11-21。

會議論文
1.	Schein, A. I.、Popescul, A.、Ungar, L. H.、Pennock, D. M.(2002)。Methods and metrics for cold-start recommendations。The 25th annual international ACM SIGIR conference on Research and development in information retrieval，(會議日期: 2002/08/11-08/15)，253-260。
2.	Van Meteren, R.、Van Someren, M.(2000)。Using content-based filtering for recommendation。The Machine Learning in the New Information Age: MLnet/ECML2000 Workshop，(會議日期: 2000/05/30)。Barcelona。
3.	Kang, Y. R.、Park, C.(2009)。Acceptance factors of social shopping。11th International Conference on Advanced Communication Technology。Korea：IEEE Press。2155-2159。
4.	Ickler, H.、Schülke, S.、Wilfling, S.、Baumöl, U.(2009)。New challenges in e-commerce: how social commerce influences the customer process。The 5th National Conference on Computing and Information Technology，(會議日期: 2009/05/22-2009/05/23)。Bangkok, Thailand。
5.	Chen, Y. Y.、Lai, F. W.、Goh, K. N.、Daud, S. C.(2013)。The effect of integrating social plugins into e-commerce website: A study on online consumer behaviour。The 7th International Conference on Ubiquitous Information Management and Communication，(會議日期: 2013/01/17-2013/01/19)。Kota Kinabalu, Malaysia。
6.	Burke, R.(1999)。Integrating knowledge-based and collaborative-filtering recommender systems。The Workshop on AI and Electronic Commerce，(會議日期: 1999/07/18-1999/07/19)。Orlando, Florida。
7.	Shuib, N. L. M.、Baiti, N.、Normadhi, A. B.、Alias, L. F. H. B. M.、Binti, N. S.(2015)。Collaborative recommender system: A review。The International Conference on Advances in Computing, Electronics, and Electrical Technology，(會議日期: 2015/09/26-2015/09/27)。Kuala Lumpur, Malaysia。
8.	Cosley, D.、Lam, S. K.、Albert, I.、Konstan, J. A.、Riedl, J.(2003)。Is seeing believing? How recommender system interfaces affect users' opinions。The SIGCHI Conference on Human Factors in Computing Systems，(會議日期: 2003/04/05-2003/04/10)。
9.	Kobsa, A.(1994)。User modeling and user-adapted interaction。The Conference Companion on Human Factors in Computing Systems，(會議日期: 1994/04/24-1994/04/28)。Boston, Massachusetts。
10.	Basu, C.、Hirsh, H.、Cohen, W.(1998)。Recommendation as classification: Using social and content-based information in recommendation。The Fifteenth National/Tenth Conference on Artificial Intelligence/Innovative Applications of Artificial Intelligence，(會議日期: 1998/07/26-1998/07/30)。Madison, Wisconsin。
11.	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，(會議日期: 1999/08/15-1999/08/19)。Berkeley, California。
12.	Ghazanfar, M.、Prugel-Bennett, A.(2011)。Fulfilling the needs of gray-sheep users in recommender systems, a clustering solution。The International Conference on Information Systems and Computational Intelligence，(會議日期: 2011/01/18-2011/01/20)。Harbin。
13.	Park, S. T.、Chu, W.(2009)。Pairwise preference regression for cold-start recommendation。The Third ACM Conference on Recommender Systems，(會議日期: 2009/10/23-2009/10/25)。New York。
14.	Shardanand, U.、Maes, P.(1995)。Social information filtering: algorithms for automating ''word of mouth''。The SIGCHI Conference on Human Factors in Computing Systems，(會議日期: 1995/05/07-1995/05/11)。Denver, Colorado。
15.	Herlocker, J. L.、Konstan, J. A.、Riedl, J.(2000)。Explaining Collaborative Filtering Recommendations。2000 ACM conference on Computer supported cooperative work，241-250。

圖書論文
1.	Schafer, J. B.、Frankowski, D.、Herlocker, J.、Sen, S.(2007)。Collaborative filtering recommender systems。The adaptive web: Methods and strategies of web personalization。Springer。
2.	Lops, P.、De Gemmis, M.、Semeraro, G.(2011)。Content-based recommender systems: State of the art and trends。Recommender Systems Handbook。Springer。
3.	Candillier, L.、Meyer, F.、Boullé, M.(2007)。Comparing state-of-the-art collaborative filtering systems。Machine Learning and Data Mining in Pattern Recognition。Berlin, Heidelberg：New York：Springer。
4.	Quijano-Sánchez, L.、Bridge, D.、Díaz-Agudo, B.、Recio-García, J. A.(2012)。A case-based solution to the cold-start problem in group recommenders。A Case-Based Reasoning Research and Development。Berlin, Heidelberg：New York：Springer。
5.	Pazzani, M. J.、Billsus, D.(2007)。Content-Based Recommendation Systems。The Adaptive Web: Methods and Strategies of Web Personalization。Germany：Springer。

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