| Using twitter to recommend real-time topical news |
| Full text |
Pdf
(3.71 MB)
|
Source
|
ACM Conference On Recommender Systems
archive
Proceedings of the third ACM conference on Recommender systems
table of contents
New York, New York, USA
SESSION: Short papers
table of contents
Pages 385-388
Year of Publication: 2009
ISBN:978-1-60558-435-5
|
|
Authors
|
|
| Sponsor |
|
| Publisher |
|
| Bibliometrics |
Downloads (6 Weeks): 44, Downloads (12 Months): 44, Citation Count: 0
|
|
|
ABSTRACT
Recommending news stories to users, based on their preferences, has long been a favourite domain for recommender systems research. In this paper, we describe a novel approach to news recommendation that harnesses real-time micro-blogging activity, from a service such as Twitter, as the basis for promoting news stories from a user's favourite RSS feeds. A preliminary evaluation is carried out on an implementation of this technique that shows promising results.
REFERENCES
Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references.
| |
1
|
Daniel Billsus and Michael J. Pazzani. A personal news agent that talks, learns and explains. In In Proceedings of the Third International Conference on Autonomous Agents, pages 268--275. ACM Press, 1999.
|
| |
2
|
Akshay Java, Xiaodan Song, Tim Finin, and Belle Tseng. Why we twitter: understanding microblogging usage and communities. In WebKDD/SNA-KDD '07: Proceedings of the 9th WebKDD and 1st SNA-KDD 2007 workshop on Web mining and social network analysis, pages 56--65, NY, USA, 2007. ACM.
|
| |
3
|
Tomonari Kamba, Krishna Bharat, and Michael C. Albers. The krakatoa chronicle -- an interactive, personalized, newspaper on the web. In Proceedings of the Fourth International World Wide Web Conference, pages 159--170, 1995.
|
| |
4
|
Balachander Krishnamurthy, Phillipa Gill, and Martin Arlitt. A few chirps about twitter. In WOSP '08: Proceedings of the First workshop on Online social networks, pages 19--24, NY, USA, 2008. ACM.
|
| |
5
|
Ken Lang. Newsweeder: learning to filter netnews. In Proceedings of the 12th International Conference on Machine Learning, pages 331--339. Morgan Kaufmann publishers Inc.: San Mateo, CA, USA, 1995.
|
| |
6
|
Michael Pazzani and Daniel Billsus. Content-based recommendation systems. The Adaptive Web, pages 325--341, 2007.
|
| |
7
|
G. Salton and M. J. Mcgill. Introduction to Modern Information Retrieval. McGraw-Hill, Inc., New York, NY, USA, 1986.
|
| |
8
|
B. Smyth and P. Cotter. A personalised tv listings service for the digital tv age. Knowledge-Based Systems, 13(2--3):53 -- 59, 2000.
|
|