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|Title:||Serendipitous recommendation for scholarly papers considering relations among researchers|
|Authors:||Sugiyama, K. |
|Citation:||Sugiyama, K., Kan, M.-Y. (2011). Serendipitous recommendation for scholarly papers considering relations among researchers. Proceedings of the ACM/IEEE Joint Conference on Digital Libraries : 307-310. ScholarBank@NUS Repository. https://doi.org/10.1145/1998076.1998133|
|Abstract:||Serendipity occurs when one finds an interesting discovery while searching for something else. While search engines seek to report work relevant to a targeted query, recommendation engines are particularly well-suited for serendipitous recommendations as such processes do not need to fulfill a targeted query. Junior researchers can use such an engine to broaden their horizon and learn new areas, while senior researchers can discover interdisciplinary frontiers to apply integrative research. We adapt a state-of-the-art scholarly paper recommendation system's user profile construction to make use of information drawn from 1) dissimilar users and 2) co-authors to specifically target serendipitous recommendation. © 2011 ACM.|
|Source Title:||Proceedings of the ACM/IEEE Joint Conference on Digital Libraries|
|Appears in Collections:||Staff Publications|
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