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	Improving Recommendation Accuracy by Clustering Social Networks with Trust [My Copy] In ACM RecSys'09 Workshop on Recommender Systems & the Social Web (October 2009) by T. DuBois, J. Golbeck, J. Kleint, A. Srinivasan posted to trust social_networks social recommendation collaborative_filtering by macle on 2009-11-04 09:58:22 as
	Collaborative and Content-based Filtering for Item Recommendation on Social Bookmarking Websites [My Copy] In ACM RecSys'09 Workshop on Recommender Systems & the Social Web (October 2009) by T. Bogers, A. van den Bosch posted to recommendation content_based collaborative_filtering by macle on 2009-11-04 09:55:32 as
	Personalized tag recommendation using graph-based ranking on multi-type interrelated objects [My Copy] In SIGIR '09: Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval (2009), pp. 540-547. by Ziyu Guan, Jiajun Bu, Qiaozhu Mei, Chun Chen, Can Wang posted to graph personalization recommendation tagsuggest by macle on 2009-07-29 09:10:57 as along with 7 people and 1 group wiizane IgorP borkurdotnet nliu82 eastkim adamsi maximzhao Resys
	On social networks and collaborative recommendation [My Copy] In SIGIR '09: Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval (2009), pp. 195-202. by Ioannis Konstas, Vassilios Stathopoulos, Joemon M. Jose posted to collaborative graph network randomwalk recommendation social by macle on 2009-07-29 09:05:34 as along with 2 people nliu82 matteodellamico
	http://sifter.org/~simon/journal/20061211.html [My Copy] (2006) by S. Funk posted to funk netflix recommendation svd by macle on 2009-07-21 15:19:54 as
	Exploiting Positive and Negative Graded Relevance Assessments for Content Recommendation [My Copy] In WAW '09: Proceedings of the 6th International Workshop on Algorithms and Models for the Web-Graph (February 2009), pp. 155-166. by Maarten Clements, Arjen de Vries, Marcel J. T. Reinders posted to my ndcg randomwalk rating recommendation relevance by macle on 2009-06-26 21:28:19 as along with 1 person abellogin
	Recommending scientific articles using citeulike [My Copy] In RecSys '08: Proceedings of the 2008 ACM conference on Recommender systems (2008), pp. 287-290. by Toine Bogers, Antal van den Bosch posted to citeulike recommendation by macle on 2009-06-08 12:57:47 as along with 15 people and 5 groups esbenab cgl IgorP thegoose Zephyrus toine longtop carlblesius krisl map323 paulfoeckler jb44 brusilovsky alhoori leonardo mgh-lcs hst-bmi Social Web social_navigation Adaptive-Web
	Tag recommendations based on tensor dimensionality reduction [My Copy] In RecSys '08: Proceedings of the 2008 ACM conference on Recommender systems (2008), pp. 43-50. by Panagiotis Symeonidis, Alexandros Nanopoulos, Yannis Manolopoulos posted to dimensionality recommendation tagging ternary by macle on 2009-06-08 12:36:46 as along with 3 people and 1 group brusilovsky nliu82 mboehmer Social Web
	Personalized recommendation in social tagging systems using hierarchical clustering [My Copy] In RecSys '08: Proceedings of the 2008 ACM conference on Recommender systems (2008), pp. 259-266. by Andriy Shepitsen, Jonathan Gemmell, Bamshad Mobasher, Robin Burke posted to clustering personalization recommendation tagging by macle on 2009-03-05 14:47:06 as along with 10 people and 5 groups lzhlynn alhoori abellogin realheld dvallet bundschu icantador denisparra D80 brusilovsky NETS-UAM NETS Social Web social_navigation Adaptive-Web
	Flickr tag recommendation based on collective knowledge [My Copy] In WWW '08: Proceeding of the 17th international conference on World Wide Web (2008), pp. 327-336. by Börkur Sigurbjörnsson, Roelof van Zwol posted to powerlaw recommendation tag by macle on 2008-10-28 20:17:46 as along with 24 people and 3 groups Garfieldpig IgorP cgl bangb alhoori borkurdotnet nandipati meikipp AlisonBabeu andreacapocci sirdjsmith realheld wmdeneve liuchenxjtu elsantosneto dartar FG vitalaswp4 Yuancheng agulli intrect dlaguardia ChaTo rbudiu iDataOLD Social computing UX research updates
	Application of dimensionality reduction in recommender systems--a case study [My Copy] In ACM WebKDD Workshop (2000) by B. Sarwar, G. Karypis, J. Konstan, J. Riedl posted to collaborative_filtering dimensionality lsi recommendation sparsity by macle on 2008-09-09 14:59:00 as along with 5 people zhaomin chadhogg dequwas pankaj zhangl
	Item-based collaborative filtering recommendation algorithms [My Copy] In WWW '01: Proceedings of the 10th international conference on World Wide Web (2001), pp. 285-295. by Badrul Sarwar, George Karypis, Joseph Konstan, John Reidl posted to collaborative_filtering item_based recommendation by macle on 2008-07-02 14:43:57 as along with 17 people and 5 groups sangari thegoose maximzhao brusilovsky tijszwinkels abellogin JamesChien fgeller pprett palakorn chadhogg reid anon_pl pkufranky bsowell vmircevski EmreSevinc Social Web social_navigation Adaptive-Web Drexel-HCI Drexel-eVoting
	Learning multiple graphs for document recommendations [My Copy] In WWW '08: Proceeding of the 17th international conference on World Wide Web (2008), pp. 141-150. by Ding Zhou, Shenghuo Zhu, Kai Yu, et al.Xiaodan Song, Belle L. Tseng, Hongyuan Zha, C. Lee Giles posted to graph recommendation by macle on 2008-07-02 09:12:19 as along with 2 people nliu82 jgronski
	Trust-based recommendation systems: an axiomatic approach [My Copy] In WWW '08: Proceeding of the 17th international conference on World Wide Web (2008), pp. 199-208. by Reid Andersen, Christian Borgs, Jennifer Chayes, et al.Uriel Feige, Abraham Flaxman, Adam Kalai, Vahab Mirrokni, Moshe Tennenholtz posted to recommendation social trust by macle on 2008-06-30 10:10:18 as along with 3 people matteodellamico vlee fryanpan
	A Model of a Trust-based Recommendation System on a Social Network [My Copy] arXiv:nlin/0611054v3 (2007) by Frank E. Walter, Stefano Battiston, Frank Schweitzer posted to network recommendation trust by macle on 2008-03-20 12:33:59 as
	Alleviating the sparsity problem of collaborative filtering using trust inferences [My Copy] In iTrust (2005), pp. 224-239. by M. Papagelis, D. Plexousakis, T. Kutsuras edited by P. Herrmann posted to collaborative_filtering recommendation sparsity trust by macle on 2008-03-18 16:35:40 as
	Improving collaborative filtering with trust-based metrics [My Copy] In SAC '06: Proceedings of the 2006 ACM symposium on Applied computing (2006), pp. 1860-1864. by Jianshu Weng, Chunyan Miao, Angela Goh posted to collaborative_filtering recommendation trust by macle on 2008-03-18 16:20:08 as
	Trust-aware recommender systems [My Copy] In RecSys '07: Proceedings of the 2007 ACM conference on Recommender systems (2007), pp. 17-24. by Paolo Massa, Paolo Avesani posted to collaborative_filtering recommendation trust by macle on 2008-03-17 10:58:22 as along with 5 people and 2 groups imrchen brusilovsky nliu82 wuman birukou Social Web social_navigation
	Trust in recommender systems [My Copy] In IUI '05: Proceedings of the 10th international conference on Intelligent user interfaces (2005), pp. 167-174. by John O'Donovan, Barry Smyth posted to collaborative_filtering recommendation trust by macle on 2008-03-17 10:52:43 as along with 21 people and 12 groups christiand alhoori thegoose jago yiah brusilovsky phauly devzero leei macartisan carlblesius ericw mathijs horeis chadhogg beatty maike jdavar mattlandau suleehs qili Social Web social_navigation CMU-HCII Blog_and_Wiki_Research SRA_at_IRST mgh-lcs ubc-ucl tomas_and_mathijs hst-bmi Usable_Security CompIntelligentSystems Adaptive-Web
	Jumping Connections: A Graph-Theoretic Model for Recommender Systems [My Copy] (2001) by B. J. Mirza posted to graph personalization randomwalk recommendation thesis by macle on 2007-11-09 10:00:53 as
	A graph model for e-commerce recommender systems [My Copy] Journal of the American Society for Information Science and Technology, Vol. 55, No. 3. (2004), pp. 259-274. by Z. Huang, W. Chung, H. Chen posted to ecommerce graph recommendation by macle on 2007-11-09 09:49:47 as
	Studying Recommendation Algorithms by Graph Analysis [My Copy] Journal of Intelligent Information Systems, Vol. 20, No. 2. (1 March 2003), pp. 131-160. by Batul J. Mirza, Benjamin J. Keller, Naren Ramakrishnan posted to graph randomwalk recommendation by macle on 2007-11-09 09:46:56 as along with 3 people abellogin panisson AbnerCYH
	Research Paper Recommender Systems: A Random-Walk Based Approach [My Copy] In WI '06: Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence (2006), pp. 778-781. by Marco Gori, Augusto Pucci posted to pagerank randomwalk ranking recommendation by macle on 2007-10-30 14:48:35 as along with 1 person mamader
	Ranking and Suggesting Tags in Collaborative Tagging Applications [My Copy] (February 2007) by M. Vojnovic, J. Cruise, D. Gunawardena, P. Marbach posted to collaborative ranking recommendation tagging by macle on 2007-10-30 14:41:42 as along with 4 people nliu82 jadlxw domenico79 arsyed
	Modeling relationships at multiple scales to improve accuracy of large recommender systems [My Copy] In KDD '07: Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining (2007), pp. 95-104. by Robert Bell, Yehuda Koren, Chris Volinsky posted to collaborative_filtering recommendation by macle on 2007-10-10 13:54:49 as along with 8 people zhaomin algorithmic pprett xiaoyan2006 danejensen imrchen daniel51 cpcreed
	Evaluating collaborative filtering recommender systems [My Copy] ACM Trans. Inf. Syst., Vol. 22, No. 1. (January 2004), pp. 5-53. by Jonathan L. Herlocker, Joseph A. Konstan, Loren G. Terveen, John T. Riedl posted to evaluation recommendation by macle on 2007-10-09 09:24:25 as along with 55 people and 15 groups dokooh wiizane paulovn cgl lzhlynn Gargunzola zhaomin apocapoc realheld pajoma exp_chris nliu82 christianholz lupianiedu wuman cimbrone dabilock palakorn jrw KuchMuch indratmo riadlem nkorf lschiff lbjay chadhogg domenico79 maike mkuro fukken brusilovsky rosta_farzan weiwu naufraghi lcoquelle bsowell dolhani jsanpedro suleehs sharon_hsiao ransombriggs rlai koles imrchen dquercia andrewirwin mukeshnathan cpcreed matteodellamico zhangl votis bfraser fly51fly JennyClar abellogin Information Retrieval Resys Agent Mining CMU-HCII Drexel-HCI CSCW Drexel-eVoting Semantic-Social-Networks Ubicomp CDG social_navigation pim Adaptive-Web MITCCI Social Web
	Personalized recommendation with adaptive mixture of markov models [My Copy] Journal of the American Society for Information Science and Technology, Vol. 58, No. 12. (2007), pp. 1851-1870. by Yang Liu, Xiangji Huang, Aijun An posted to markov personalization recommendation by macle on 2007-10-02 14:16:13 as
	Random-Walk Computation of Similarities between Nodes of a Graph with Application to Collaborative Recommendation [My Copy] IEEE Trans. on Knowl. and Data Eng. In Knowledge and Data Engineering, IEEE Transactions on, Vol. 19, No. 3. (2007), pp. 355-369. by Francois Fouss, Alain Pirotte, Jean-Michel Renders, Marco Saerens posted to graph personalization randomwalk recommendation by macle on 2007-09-27 15:10:15 as along with 7 people rcrane abellogin trunov elsantosneto imrchen dquercia what_is_it
	Privacy Risks in Recommender Systems [My Copy] IEEE Internet Computing, Vol. 5, No. 6. (November 2001), pp. 54-62. by Naren Ramakrishnan, Benjamin J. Keller, Batul J. Mirza, Ananth Y. Grama, George Karypis posted to privacy recommendation by macle on 2007-03-16 13:28:34 as along with 6 people and 2 groups imrchen panisson korth dfrankow bj yiling GroupLens Social Web
	Content-Independent Task-Focused Recommendation [My Copy] IEEE Internet Computing, Vol. 5, No. 6. (November 2001), pp. 40-47. by Jonathan L. Herlocker, Joseph A. Konstan posted to personalization recommendation by macle on 2007-03-16 13:26:05 as along with 1 person lbjay
	Amazon.com Recommendations: Item-to-Item Collaborative Filtering [My Copy] IEEE Internet Computing, Vol. 7, No. 1. (January 2003), pp. 76-80. by Greg Linden, Brent Smith, Jeremy York posted to amazon recommendation by macle on 2007-03-06 09:27:03 as along with 20 people and 5 groups eddymier kabus cwong ChenxingYang horeis chadhogg fukken vikx01 m5101202 dequwas junghoo ransombriggs imrchen clickstone scmmmh dmeister votis cpcreed slaie abellogin Social Tagging Resys CompIntelligentSystems RecommenderSystem TKU_CS DB Lab
	Distributed collaborative filtering for peer-to-peer file sharing systems [My Copy] In SAC '06: Proceedings of the 2006 ACM symposium on Applied computing (2006), pp. 1026-1030. by Jun Wang, Johan Pouwelse, Reginald L. Lagendijk, Marcel J. T. Reinders posted to recommendation p2p collaborative_filtering by macle on 2007-01-17 09:59:07 as along with 5 people and 1 group sfuniak paulovn lcoquelle ransombriggs amirmz Social Web
	An algorithmic framework for performing collaborative filtering [My Copy] In SIGIR '99: Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval (1999), pp. 230-237. by Jonathan L. Herlocker, Joseph A. Konstan, Al Borchers, John Riedl posted to recommendation collaborative_filtering by macle on 2007-01-13 16:22:19 as along with 25 people and 6 groups cgl thegoose zhaomin maximzhao denisparra tijszwinkels abellogin imrchen palakorn PaRaP sgupta balicea yevbo23 matteodellamico chadhogg ak thanh bsowell suleehs ransombriggs koles jiny qili adamsi fly51fly Drexel-HCI Drexel-eVoting Rigi InformationRetrieval CollaborativeFiltering Social Web
	An automatic weighting scheme for collaborative filtering [My Copy] In SIGIR '04: Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval (2004), pp. 337-344. by Rong Jin, Joyce Y. Chai, Luo Si posted to weighting userbased recommendation collaborative_filtering by macle on 2007-01-11 20:59:45 as
	Methods and metrics for cold-start recommendations [My Copy] In Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2002) (2002), pp. 253-260. by A. Schein, A. Popescul, L. Ungar, D. Pennock posted to coldstart collaborative_filtering recommendation by macle on 2007-01-04 13:02:29 as along with 5 people lzhlynn zhaomin abellogin imrchen sugarexpletive
	Recommender systems [My Copy] Commun. ACM, Vol. 40, No. 3. (March 1997), pp. 56-58. by Paul Resnick, Hal R. Varian posted to collaborative_filtering recommendation by macle on 2007-01-04 12:34:38 as along with 16 people and 4 groups harperf panisson globster Naak sven_luzar nkorf chadhogg dullhunk Hoenikker maike naufraghi ocelma imrchen olivia45 amna367 cpcreed Resys Semantic-Social-Networks MTG Gestion d'articles scientifiques
	Probabilistic Models for Unified Collaborative and Content-Based Recommendation in Sparse-Data Environments [My Copy] In 17th Conference on Uncertainty in Artificial Intelligence (August 2001), pp. 437-444. by Alexandrin Popescul, Lyle Ungar, David Pennock, Steve Lawrence posted to collaborative_filtering probabilistic recommendation by macle on 2006-09-11 13:32:16 as along with 3 people and 1 group anon_pl xuqy casst122 Social Web
	On the Value of Random Opinions in Decentralized Recommendation [My Copy] In DAIS 2006 (2006), pp. 84-98. by E. Ogston, A. Bakker, Van M. Steen posted to collaborative folksonomy p2p recommendation by macle on 2006-06-30 13:35:28 as
	Information Retrieval in Folksonomies: Search and Ranking [My Copy] In ESWC 2006, LNCS 4011 (2006), pp. 411-426. by A. Hotho, R. Jäschke, C. Schmitz, G. Stumme posted to folksonomy ranking recommendation tagging by macle on 2006-06-27 11:19:14 as along with 3 people elsantosneto scis0000001 jsanpedro
	Unifying User-based and Item-based Collaborative Filtering Approaches by Similarity Fusion [My Copy] In SIGIR '06: Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval (2006), pp. 501-508. by J. Wang, A. P. de Vries, M. J. T. Reinders posted to collaborative_filtering fusion recommendation similarity smoothing by macle on 2006-06-21 10:20:52 as
	A User-Item Relevance Model for Log-Based Collaborative Filtering [My Copy] Lecture Notes in Computer Science, Vol. 3936 (January 2006), pp. 37-48. by Jun Wang, Arjen de Vries, Marcel Reinders posted to collaborative_filtering recommendation by macle on 2006-06-19 15:54:23 as along with 3 people and 1 group nliu82 Huadong mclements Adaptive-Web

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tagging	43
recommendation	41
collaborative_filtering	39
social	23
graph	20
ir	20
personalization	16
trust	15
flickr	15
search	13
p2p	13
randomwalk	12
collaborative	11
geotag	10
statistic	9
ranking	9
folksonomy	8
rank	7
clustering	7
specificity	7
probabilistic	7
network	7
query	7
distributed	6
evaluation	6
bayesian	6
pagerank	6
aggregation	6
rating	5
tfidf	5
language_model	4
reputation	4
relevance	4
dimensionality	4
tagsuggest	4
geo	4
google	4
powerlaw	4
svd	4
photo	4
lsa	3
markov	3
sparsity	3
similarity	3
semantic	3
ndcg	3
classification	3
my	3
retrieval	3
tribler	3
userbased	3
fusion	3
ambiguity	3
smoothing	3
netflix	3
tripartite	2
book	2
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length	2
cloud	2
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evolution	2
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epidemic	2
peer-to-peer	2
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emotion	2
idf	2
order	2
ternary	2
rsdc	2
entropy	2
hierarchy	2
clarity	2
information	2
valence	2
model	2
zipf	2
diffusion	2
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wordnet	2
affect	2
db	2
svm	1
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content_based	1
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poisson	1
citeulike	1
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sets	1
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human	1
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clicks	1
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lsi	1
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myweb	1
sanderson	1
croc	1
plsa	1
coldstart	1
annotation	1
recall	1
pictures	1
precision	1

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