Reading list about folksonomy analysis

(Also available at http://del.icio.us/yyalli/folksonomy)

Formal Model, Graph

• The Complex Dynamics of Collaborative Tagging, HT 07
• Network Properties of Folksonomies, WWW 07
• Mining Association Rules in Folksonomies, Data Science and Classification
• Ontologies are us: A unified model of social networks and semantics, Web Semant. 5, 1 (Mar. 2007)
• Folksonomy as a Complex Network
• Trend detection in folksonomies, LNCS, 2006
• A Social Networking Model of a Web Community,

Semantic Web

• Bridging the Gap Between Folksonomies and the Semantic Web: An Experience Report, ESWC 07

Pattern, Structure

• Towards Better Understanding of Folksonomic Patterns, HT 07
• HT06, tagging paper, taxonomy, Flickr, academic article, to read, HT 06

Recommendation, Ranking, Trend

• Tag Recommendations in Folksonomies, LNCS, 2007
• Trend detection in folksonomies
• Recommending Smart Tags in a Social Bookmarking System
• Information Retrieval in Folksonomies: Search and Ranking
• Harvesting social knowledge from folksonomies, HT 06

Tag Generation

• P-TAG: large scale automatic generation of personalized annotation tags for the web, WWW 07

PageRank

• The Anatomy of a Large-Scale Hypertextual Web Search Engine, Sergey Brin and Lawrence Page, 1998
• The PageRank Citation Ranking: Bringing Order to the Web, 1998

Clustering (referred from Filippo Menczer's class material)

• Web Page Recommender System based on Folksonomy Mining for ITNG ’06 Submissions, ITNG '06, 2006
• Finding related pages in the World Wide Web, Computer Networks, 1999
• Self-Organization and Identification of Web Communities, IEEE Computer, 2002
• Finding replicated Web collections, ACM SIGMOD '00, 2000
• Community structure in social and biological networks, PNAS, 2002
• Defining and identifying communities in networks, PNAS, 2004

Learning and Classification (referred from Filippo Menczer's class material)

• Text Categorization with Support Vector Machines: Learning with Many Relevant Features, 1997
• Support Vector Machines, 1998
• A Tutorial on Support Vector Machines for Pattern Recognition, 1998
• A re-examination of text categorization methods, ACM SIGIR, 1999