The link prediction problem for social networks
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Diffusion Kernels on Statistical Manifolds
The Journal of Machine Learning Research
Joint latent topic models for text and citations
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Comparing citation contexts for information retrieval
Proceedings of the 17th ACM conference on Information and knowledge management
A Discriminative Approach to Topic-Based Citation Recommendation
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Context-aware citation recommendation
Proceedings of the 19th international conference on World wide web
Using terms from citations for IR: some first results
ECIR'08 Proceedings of the IR research, 30th European conference on Advances in information retrieval
Who should I cite: learning literature search models from citation behavior
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Citation recommendation without author supervision
Proceedings of the fourth ACM international conference on Web search and data mining
A source independent framework for research paper recommendation
Proceedings of the 11th annual international ACM/IEEE joint conference on Digital libraries
Finding relevant papers based on citation relations
WAIM'11 Proceedings of the 12th international conference on Web-age information management
Recommending citations with translation model
Proceedings of the 20th ACM international conference on Information and knowledge management
Plink-LDA: using link as prior information in topic modeling
DASFAA'12 Proceedings of the 17th international conference on Database Systems for Advanced Applications - Volume Part I
Latent association analysis of document pairs
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Recommending citations: translating papers into references
Proceedings of the 21st ACM international conference on Information and knowledge management
Exploiting potential citation papers in scholarly paper recommendation
Proceedings of the 13th ACM/IEEE-CS joint conference on Digital libraries
Towards a personalized, scalable, and exploratory academic recommendation service
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
A unified graph model for personalized query-oriented reference paper recommendation
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
On exploiting content and citations together to compute similarity of scientific papers
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
On combining text-based and link-based similarity measures for scientific papers
Proceedings of the 2013 Research in Adaptive and Convergent Systems
Research paper recommender system evaluation: a quantitative literature survey
Proceedings of the International Workshop on Reproducibility and Replication in Recommender Systems Evaluation
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We approach the problem of academic literature search by considering an unpublished manuscript as a query to a search system. We use the text of previous literature as well as the citation graph that connects it to find relevant related material. We evaluate our technique with manual and automatic evaluation methods, and find an order of magnitude improvement in mean average precision as compared to a text similarity baseline.