We describe a network approach to building recommendation systems for a Web service. We employ two different types of weighted graphs in our analysis and development: Proximity graphs, a type of Fuzzy Graphs based on a co-occurrence probability, and semi-metric distance graphs, which do not observe the triangle inequality of Euclidean distances. Both types of graphs are used to develop intelligent recommendation and collaboration systems for the MyLibrary@LANL web service, a user-centered front-end to the Los Alamos National Laboratory's digital library collections and Web resources.
This paper reports initial findings from a study that used quantitative and qualitative research methods and custom–built software to investigate online economies of reputation and user practices in online product reviews at several leading e–commerce sites (primarily Amazon.com).
Herzlich Willkommen in Gnod's Musikwelt... Selbst wenn Du nicht weißt, was Du suchst - Gnod findet es. Im Internet liegt Dir die Welt der Musik zu Füßen, doch Dir fällt manchmal gar nicht ein, was Dir noch gefallen könnte ? Jetzt kommt Gnod ins Spiel
B. Sigurbjörnsson, and R. van Zwol. WWW '08: Proceeding of the 17th International Conference on World Wide Web, page 327--336. New York, NY, USA, ACM, (2008)
P. Heymann, D. Ramage, and H. Garcia-Molina. SIGIR '08: Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, page 531--538. New York, NY, USA, ACM, (2008)
F. Belém, E. Martins, T. Pontes, J. Almeida, and M. Gonçalves. Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval, page 1033--1042. New York, NY, USA, ACM, (2011)
Y. Wu, Y. Yao, F. Xu, H. Tong, and J. Lu. Proceedings of the 25th ACM International on Conference on Information and Knowledge Management, page 2287--2292. New York, NY, USA, ACM, (2016)
L. Zhang, J. Tang, and M. Zhang. Proceedings of the 14th Asia-Pacific International Conference on Web Technologies and Applications, page 354--365. Berlin, Heidelberg, Springer-Verlag, (2012)
F. Figueiredo, B. Ribeiro, J. Almeida, and C. Faloutsos. International Conference on World Wide Web, page 695--706. Republic and Canton of Geneva, Switzerland, International World Wide Web Conferences Steering Committee, (2016)
J. Gemmell, T. Schimoler, B. Mobasher, and R. Burke. Proceedings of the 19th ACM International Conference on Information and Knowledge Management, page 829--838. New York, NY, USA, ACM, (2010)
C. Wang, and D. Blei. Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, page 448--456. New York, NY, USA, ACM, (2011)
Y. Wu, Y. Yao, F. Xu, H. Tong, and J. Lu. Proceedings of the 25th ACM International on Conference on Information and Knowledge Management, page 2287--2292. New York, NY, USA, ACM, (2016)
X. Wang, L. Yu, K. Ren, G. Tao, W. Zhang, Y. Yu, and J. Wang. Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, page 2051--2059. New York, NY, USA, ACM, (2017)
J. Illig, A. Hotho, R. Jäschke, and G. Stumme. Knowledge Processing and Data Analysis, volume 6581 of Lecture Notes in Computer Science, page 136--149. Berlin/Heidelberg, Springer, (2011)
H. Cheng, M. Rokicki, and E. Herder. Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization, UMAP 2017, Bratislava, Slovakia, July 09 - 12, 2017, page 359--360. (2017)
D. Pareek, M. Jhaveri, M. Kapasi, and M. Trivedi. International Journal of Computer Science, Engineering and Information Technology (IJCSEIT), 2 (5):
45-54(October 2012)
J. Wang, and Y. Zhang. Proceedings of the 36th International ACM SIGIR Conference on Research and Development in Information Retrieval, page 303--312. New York, NY, USA, ACM, (2013)
Y. Chen, H. Dong, and W. Wang. Proceedings of the 2018 International Conference on Data Science and Information Technology, page 138--143. New York, NY, USA, ACM, (2018)