%0 Conference Paper %1 rocha05mylib %A Rocha, Luis M. %A Simas, Tiago %A Rechtsteiner, Andreas %A DiGiacomo, Mariella %A Luce, Richard %B The 2005 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2005) %D 2005 %I IEEE Press %K graph_theory fuzzy_graphs ir fuzzy_set_theory probabilistic_networks network_science digital_ibraries bookmarking web recommendation collaborative_environments recommender_systems proximity collaboration networks %P 565-571 %T MyLibrary@LANL: Proximity and Semi-metric Networks for a Collaborative and Recommender Web Service %U http://informatics.indiana.edu/rocha/wi05.html %X 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.

@inproceedings{rocha05mylib, abstract = {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.}, added-at = {2006-03-09T23:02:55.000+0100}, author = {Rocha, Luis M. and Simas, Tiago and Rechtsteiner, Andreas and DiGiacomo, Mariella and Luce, Richard}, biburl = {https://www.bibsonomy.org/bibtex/272797d0b3b214a7f36d4aaa4c807b97c/lmrocha}, booktitle = {The 2005 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2005)}, interhash = {8df49bc916dec2271e73dc7885442786}, intrahash = {72797d0b3b214a7f36d4aaa4c807b97c}, keywords = {graph_theory fuzzy_graphs ir fuzzy_set_theory probabilistic_networks network_science digital_ibraries bookmarking web recommendation collaborative_environments recommender_systems proximity collaboration networks}, pages = {565-571}, publisher = {IEEE Press}, timestamp = {2006-03-09T23:02:55.000+0100}, title = {MyLibrary@LANL: Proximity and Semi-metric Networks for a Collaborative and Recommender Web Service}, url = {http://informatics.indiana.edu/rocha/wi05.html}, year = 2005 }