Term-weighting approaches in automatic text retrieval
Information Processing and Management: an International Journal
Automatic text processing: the transformation, analysis, and retrieval of information by computer
Automatic text processing: the transformation, analysis, and retrieval of information by computer
SIGIR '93 Proceedings of the 16th annual international ACM SIGIR conference on Research and development in information retrieval
A trainable document summarizer
SIGIR '95 Proceedings of the 18th annual international ACM SIGIR conference on Research and development in information retrieval
Improving automatic query expansion
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
Automatic title generation for EM
DL '00 Proceedings of the fifth ACM conference on Digital libraries
An Evaluation of Statistical Approaches to Text Categorization
Information Retrieval
Probabilistic query expansion using query logs
Proceedings of the 11th international conference on World Wide Web
Word association norms, mutual information, and lexicography
ACL '89 Proceedings of the 27th annual meeting on Association for Computational Linguistics
Learning to cluster web search results
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
A new probabilistic model for title generation
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Impedance coupling in content-targeted advertising
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Finding advertising keywords on web pages
Proceedings of the 15th international conference on World Wide Web
Web page title extraction and its application
Information Processing and Management: an International Journal
Advertising keyword suggestion based on concept hierarchy
WSDM '08 Proceedings of the 2008 International Conference on Web Search and Data Mining
Keyword extraction for contextual advertisement
Proceedings of the 17th international conference on World Wide Web
Discovering key concepts in verbose queries
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Term proximity scoring for keyword-based retrieval systems
ECIR'03 Proceedings of the 25th European conference on IR research
A spatio-temporal framework for related topic search in micro-blogging
AMT'10 Proceedings of the 6th international conference on Active media technology
On segmentation of eCommerce queries
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
How can catchy titles be generated without loss of informativeness?
Expert Systems with Applications: An International Journal
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Most E-Commerce websites rely on title keyword search to accurately retrieve the items for sale in a particular category. We have found that the titles of many items on eBay are shortened or not very specific, which leads to ineffective results when searched. One possible solution is to recommend the sellers relevant and informative terms for title expansion without any change of search function. The related technique has been explored in previous work such as query expansion and keyword suggestion. In this paper, we study the effect of term suggestion on title-based search. A frequently used approach, co-occurrence, is tested on a dataset collected from eBay website (www.ebay.com). Besides, for suggestion algorithm, we take into account three particular features in our application scenario, including concept term, description relevance and chance-to-be viewed. Although the experiments are conducted on eBay data, we believe that considering E-Commerce particularities will help us to customize the suggestion according to the requirements of web commerce.