Algorithms for clustering data
Algorithms for clustering data
An efficient agglomerative clustering algorithm using a heap
Pattern Recognition
Introduction to data structures and algorithms related to information retrieval
Information retrieval
Map displays for information retrieval
Journal of the American Society for Information Science
From data mining to knowledge discovery: an overview
Advances in knowledge discovery and data mining
Self-organizing maps
Journal of the American Society for Information Science
Visualizing a discipline: an author co-citation analysis of information science, 1972–1995
Journal of the American Society for Information Science
AGENTS '98 Proceedings of the second international conference on Autonomous agents
Trailblazing the literature of hypertext: author co-citation analysis (1989–1998)
Proceedings of the tenth ACM Conference on Hypertext and hypermedia : returning to our diverse roots: returning to our diverse roots
visualising semantic spaces and author co-citation networks in digital libraries
Information Processing and Management: an International Journal - Special issue on progress toward digital libraries
Machine learning and data mining
Communications of the ACM
Visualizing the evolution of a subject domain: a case study
VIS '99 Proceedings of the conference on Visualization '99: celebrating ten years
Principal Direction Divisive Partitioning
Data Mining and Knowledge Discovery
Discovering Relevant Scientific Literature on the Web
IEEE Intelligent Systems
IV '00 Proceedings of the International Conference on Information Visualisation
A new perspective to automatically rank scientific conferences using digital libraries
Information Processing and Management: an International Journal
Using the patent co-citation approach to establish a new patent classification system
Information Processing and Management: an International Journal
Using data mining as a strategy for assessing asynchronous discussion forums
Computers & Education
A citation-based document retrieval system for finding research expertise
Information Processing and Management: an International Journal
Journal of Management Information Systems
Data mining from 1994 to 2004: an application-orientated review
International Journal of Business Intelligence and Data Mining
An Analysis of Research Themes in the CBR Conference Literature
ECCBR '08 Proceedings of the 9th European conference on Advances in Case-Based Reasoning
Extending co-citation analysis to discover authors with multiple expertise
Expert Systems with Applications: An International Journal
Analyzing knowledge communities using foreground and background clusters
ACM Transactions on Knowledge Discovery from Data (TKDD)
An approach based on citation analysis to support effective handling of regulatory compliance
Future Generation Computer Systems
ICDCIT'05 Proceedings of the Second international conference on Distributed Computing and Internet Technology
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Author co-citation analysis (ACA) has been widely used in bibliometrics as an analytical method in analyzing the intellectual structure of science studies. It can be used to identify authors from the same or similar research fields. However, such analysis method relies heavily on statistical tools to perform the analysis and requires human interpretation. Web Citation Database is a data warehouse used for storing citation indices of Web publications.In this paper,we propose a mining process to automate the ACA based on the Web Citation Database. The mining process uses agglomerative hierarchical clustering (AHC) as the mining technique for author clustering and multidimensional scaling (MDS) for displaying author cluster maps. The clustering results and author cluster map have been incorporated into a citation-based retrieval system known as PubSearch to support author retrieval of Web publications.