CiteSeer: an automatic citation indexing system
Proceedings of the third ACM conference on Digital libraries
AGENTS '98 Proceedings of the second international conference on Autonomous agents
KPS: a Web information mining algorithm
WWW '99 Proceedings of the eighth international conference on World Wide Web
An Efficient k-Means Clustering Algorithm: Analysis and Implementation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Analysis of SIGMOD's co-authorship graph
ACM SIGMOD Record
Name disambiguation in author citations using a K-way spectral clustering method
Proceedings of the 5th ACM/IEEE-CS joint conference on Digital libraries
Journal of the American Society for Information Science and Technology
Journal of the American Society for Information Science and Technology
DBconnect: mining research community on DBLP data
Proceedings of the 9th WebKDD and 1st SNA-KDD 2007 workshop on Web mining and social network analysis
Qualitative simulation of construction performance using fuzzy cognitive maps
Proceedings of the 39th conference on Winter simulation: 40 years! The best is yet to come
Ontology-based relevance analysis for automatic reference tracking
International Journal of Computer Applications in Technology
Corpus-based and knowledge-based measures of text semantic similarity
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Visual overviews for discovering key papers and influences across research fronts
Journal of the American Society for Information Science and Technology
Mining Heterogeneous Information Networks by Exploring the Power of Links
DS '09 Proceedings of the 12th International Conference on Discovery Science
Modelling grey uncertainty with Fuzzy Grey Cognitive Maps
Expert Systems with Applications: An International Journal
The structure and dynamics of cocitation clusters: A multiple-perspective cocitation analysis
Journal of the American Society for Information Science and Technology
Hy-SN: Hyper-graph based semantic network
Knowledge-Based Systems
Supervised random walks: predicting and recommending links in social networks
Proceedings of the fourth ACM international conference on Web search and data mining
Knowledge and reasoning supported by cognitive maps
MICAI'05 Proceedings of the 4th Mexican international conference on Advances in Artificial Intelligence
Hi-index | 0.00 |
Research abstracts are the 'information scents' which attract a novice researcher. To read through the entire research paper and to decide the suitability of the paper to one's research problem is a tough and abstract task. Many times, researchers do not know whether they are citing the relevant (but original?) research articles. It has been only a trial and error approach so far. To enable researchers to correctly target at the relevant and yet quality research literature, mechanisms to organise collections of research papers are essential. Though a considerable effort has been attempted earlier in this context, establishing research communities concentrated on citation based recommendations only. However, the quality and originality of research articles have not been taken into account until now. In this paper, we propose the evolution of research communities by analysing the research abstracts. We utilise Fuzzy Concept Map based approach in detecting the originality of scientific abstracts. By K-means clustering, we establish a research article hyper graph from the qualified abstracts. Later, we evolve the author clusters for every topic cluster and analyse them for redundancy. Further study on relevant bibliometrics helps us to identify a 'nucleus author' for every topic cluster.