Collective computation in neuronlike circuits
Scientific American
Discovering shared interests using graph analysis
Communications of the ACM - Special issue on internetworking
Referral Web: combining social networks and collaborative filtering
Communications of the ACM
Just talk to me: a field study of expertise location
CSCW '98 Proceedings of the 1998 ACM conference on Computer supported cooperative work
Authoritative sources in a hyperlinked environment
Journal of the ACM (JACM)
Searching the Web by constrained spreading activation
Information Processing and Management: an International Journal
The measurement of user information satisfaction
Communications of the ACM
Expertise recommender: a flexible recommendation system and architecture
CSCW '00 Proceedings of the 2000 ACM conference on Computer supported cooperative work
Using text processing techniques to automatically enrich a domain ontology
Proceedings of the international conference on Formal Ontology in Information Systems - Volume 2001
Recommending collaboration with social networks: a comparative evaluation
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Facilitating tacit knowledge exchange
Communications of the ACM - E-services: a cornucopia of digital offerings ushers in the next Net-based evolution
An Approach for Measuring Semantic Similarity between Words Using Multiple Information Sources
IEEE Transactions on Knowledge and Data Engineering
Expertise identification using email communications
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Recommender Systems Research: A Connection-Centric Survey
Journal of Intelligent Information Systems
Finding experts in community-based question-answering services
Proceedings of the 14th ACM international conference on Information and knowledge management
Practical knowledge management tool use in a software consulting company
Communications of the ACM - The semantic e-business vision
Learning Domain Ontologies from Document Warehouses and Dedicated Web Sites
Computational Linguistics
Sentence Similarity Based on Semantic Nets and Corpus Statistics
IEEE Transactions on Knowledge and Data Engineering
Searching for experts on the Web: A review of contemporary expertise locator systems
ACM Transactions on Internet Technology (TOIT)
Expertise visualization: an implementation and study based on cognitive fit theory
Decision Support Systems
A Delphi study of knowledge management systems: Scope and requirements
Information and Management
Expert Recommender: Designing for a Network Organization
Computer Supported Cooperative Work
Searching for experts in the enterprise: combining text and social network analysis
Proceedings of the 2007 international ACM conference on Supporting group work
Smoothing document language models with probabilistic term count propagation
Information Retrieval
ArnetMiner: extraction and mining of academic social networks
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
A language modeling framework for expert finding
Information Processing and Management: an International Journal
The Right Expert at the Right Time and Place
PAKM '08 Proceedings of the 7th International Conference on Practical Aspects of Knowledge Management
Open Collaborative Development: Trends, Tools, and Tactics
Proceedings of the 13th International Conference on Human-Computer Interaction. Part I: New Trends
New Semantic Similarity Based Model for Text Clustering Using Extended Gloss Overlaps
MLDM '09 Proceedings of the 6th International Conference on Machine Learning and Data Mining in Pattern Recognition
Web 2.0 goes academia: does Web 2.0 make a difference?
International Journal of Web Based Communities
Using information content to evaluate semantic similarity in a taxonomy
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
Probabilistic models for expert finding
ECIR'07 Proceedings of the 29th European conference on IR research
Popularity weighted ranking for academic digital libraries
ECIR'07 Proceedings of the 29th European conference on IR research
Expert Systems with Applications: An International Journal
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The rapid proliferation of information technologies especially Web 2.0 techniques has changed the fundamental ways how things can be done in many areas, including how researchers could communicate and collaborate with each other. The presence of the sheer volume of researchers and research information on the Web has led to the problem of information overload. There is a pressing need to develop researcher recommendation agents such that users can be provided with personalized recommendations of the researchers they can potentially collaborate with for mutual research benefits. In academic contexts, recommending suitable research partners to researchers can facilitate knowledge discovery and exchange, and ultimately improve the research productivity of researchers. Existing expertise recommendation research usually investigates the expert recommending problem from two independent dimensions, namely, their social relations and expertise information. The main contribution of this paper is that we propose a network based researcher recommendation approach which combines social network analysis and semantic concept analysis in a unified framework to improve the effectiveness of personalized researcher recommendation. The results of our experiment show that the proposed approach significantly outperforms the other baseline methods. Moreover, how our proposed framework can be applied to the real-world academic contexts is explained based on a case study.