Retrieval and novelty detection at the sentence level
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
Maximizing the spread of influence through a social network
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Data Compression
ACM SIGKDD Explorations Newsletter
Information diffusion through blogspace
Proceedings of the 13th international conference on World Wide Web
Communications of the ACM - The Blogosphere
On the Bursty Evolution of Blogspace
World Wide Web
Algorithmic Clustering of Music Based on String Compression
Computer Music Journal
Novelty detection: the TREC experience
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
BlogCentral: the role of internal blogs at work
CHI '07 Extended Abstracts on Human Factors in Computing Systems
Unsupervised prediction of citation influences
Proceedings of the 24th international conference on Machine learning
I tube, you tube, everybody tubes: analyzing the world's largest user generated content video system
Proceedings of the 7th ACM SIGCOMM conference on Internet measurement
Identifying opinion leaders in the blogosphere
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Finding high-quality content in social media
WSDM '08 Proceedings of the 2008 International Conference on Web Search and Data Mining
Identifying the influential bloggers in a community
WSDM '08 Proceedings of the 2008 International Conference on Web Search and Data Mining
Maintaining dynamic channel profiles on the web
Proceedings of the VLDB Endowment
Proceedings of the 18th international conference on World wide web
Proceedings of the 9th ACM/IEEE-CS joint conference on Digital libraries
Content Quality Assessment Related Frameworks for Social Media
ICCSA '09 Proceedings of the International Conference on Computational Science and Its Applications: Part II
Social Knowledge-Driven Music Hit Prediction
ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications
Ranking Comments on the Social Web
CSE '09 Proceedings of the 2009 International Conference on Computational Science and Engineering - Volume 04
Predicting the volume of comments on online news stories
Proceedings of the 18th ACM conference on Information and knowledge management
Using a model of social dynamics to predict popularity of news
Proceedings of the 19th international conference on World wide web
Estimating number of citations using author reputation
SPIRE'07 Proceedings of the 14th international conference on String processing and information retrieval
Predicting the popularity of online content
Communications of the ACM
On the relationship between novelty and popularity of user-generated content
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
IEEE Transactions on Information Theory
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This work deals with the task of predicting the popularity of user-generated content. We demonstrate how the novelty of newly published content plays an important role in affecting its popularity. More specifically, we study three dimensions of novelty. The first one, termed contemporaneous novelty, models the relative novelty embedded in a new post with respect to contemporary content that was generated by others. The second type of novelty, termed self novelty, models the relative novelty with respect to the user’s own contribution history. The third type of novelty, termed discussion novelty, relates to the novelty of the comments associated by readers with respect to the post content. We demonstrate the contribution of the new novelty measures to estimating blog-post popularity by predicting the number of comments expected for a fresh post. We further demonstrate how novelty based measures can be utilized for predicting the citation volume of academic papers.