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» Enhancing Expert Search Through Query Modeling
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KAIS
2010
132views more  KAIS 2010»
13 years 9 months ago
Integrating multiple document features in language models for expert finding
We argue that expert finding is sensitive to multiple document features in an organizational intranet. These document features include multiple levels of associations between expe...
Jianhan Zhu, Xiangji Huang, Dawei Song, Stefan M. ...
WWW
2008
ACM
14 years 11 months ago
Modeling anchor text and classifying queries to enhance web document retrieval
Several types of queries are widely used on the World Wide Web and the expected retrieval method can vary depending on the query type. We propose a method for classifying queries ...
Atsushi Fujii
CORR
2010
Springer
94views Education» more  CORR 2010»
13 years 11 months ago
An Enhanced Search Technique for Managing Partial Coverage and Free Riding in P2P Networks
This paper presents a Q-learning based scheme for managing the partial coverage problem and the ill effects of free riding in unstructured P2P networks. Based on various parameter ...
Sabu M. Thampi, K. Chandra Sekaran
MM
2005
ACM
164views Multimedia» more  MM 2005»
14 years 4 months ago
Automatic discovery of query-class-dependent models for multimodal search
We develop a framework for the automatic discovery of query classes for query-class-dependent search models in multimodal retrieval. The framework automatically discovers useful q...
Lyndon S. Kennedy, Apostol Natsev, Shih-Fu Chang
KDD
2007
ACM
211views Data Mining» more  KDD 2007»
14 years 11 months ago
Enhanced max margin learning on multimodal data mining in a multimedia database
The problem of multimodal data mining in a multimedia database can be addressed as a structured prediction problem where we learn the mapping from an input to the structured and i...
Zhen Guo, Zhongfei Zhang, Eric P. Xing, Christos F...