Jimmy Huang, Nick Koudas, Gareth J. F. Jones, Xindong Wu, Kevyn Collins-Thompson, Aijun An (Eds.):
Proceedings of the 19th ACM Conference on Information and Knowledge Management, CIKM 2010, Toronto, Ontario, Canada, October 26-30, 2010.
ACM 2010, ISBN 978-1-4503-0099-5
19. CIKM 2010:
Toronto, Ontario, Canada
: Search engine support for software applications.
ranking and retrieval model
indexes and query optimization
domain-specific and multimedia IR
link and graph mining
machine learning for IR (I)
, Tao Li
: Document update summarization using incremental hierarchical clustering.
mobile and distributed data management
classification and clustering
: Inferring gender of movie reviewers: exploiting writing style, content and metadata.
large-scale statistical techniques
machine learning for IR (II)
top-K and shortest path processing
information filtering and recommender systems (I)
, Shenghuo Zhu
: FacetCube: a framework of incorporating prior knowledge into non-negative tensor factorization.
social networks and text mining
: Latent interest-topic model: finding the causal relationships behind dyadic data.
information retrieval in databases
temporal, spatial and stream data mining
filtering and recommendation
: Two-tier similarity model for story link detection.
databases and OLAP
data pre- and post-processing
information filtering and recommender systems (II)
user modeling and search personalization
, Qing Li
: Personalized search by tag-based user profile and resource profile in collaborative tagging systems.
, Hongxia Jin
: Exploring online social activities for adaptive search personalization.
web and social networks
query analysis and feedback
text mining and analytics
scalability and efficiency
Poster session 1:
, Oded Shmueli
: Concurrent atomic protocols for making and changing decisions in social networks.
Poster session 2:
, Jun Ma
, Shuaiqiang Wang
: Directly optimizing evaluation measures in learning to rank based on the clonal selection algorithm.
, Yi Zhang
: Discriminative factored prior models for personalized content-based recommendation.
, Irwin King
: Routing questions to appropriate answerers in community question answering services.
, Yousef Saad
: Hypergraph-based multilevel matrix approximation for text information retrieval.
Poster session 3:
: Improving taxonomies for large-scale hierarchical classifiers of web documents.
: Learning sentiment classification model from labeled features.
, Martin Ester
: Supervised identification and linking of concept mentions to a domain-specific ontology.
, Jun Zhao
: Topic-driven web search result organization by leveraging wikipedia semantic knowledge.
, Jiye Yu
: Discovery of numerous specific topics via term co-occurrence analysis.
Poster session 4:
Demo session 1:
, Xin Wu
: Discovering, ranking and annotating cross-document relationships between concepts.
Demo session 2:
KM and DB
Co-located workshop summaries