A Chinese Topic Crawler Focused on Customer Development

This paper presents a Chinese topic crawler focused on customer development, in order to meet the needs of users for more accurate and particular Internet information. The concept of meta-search engine is introduced, and the keywords are expanded by the ontology of HowNet. Through the web crawler, p...

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Bibliographic Details
Published inProcedia CIRP Vol. 56; pp. 476 - 480
Main Authors Wu, Tong, Liang, Yanchun, Wu, Chunguo, Piao, Shifeng, Ma, Deyin, Zhao, Guozhong, Han, Xiaosong
Format Journal Article
LanguageEnglish
Published Elsevier B.V 2016
Subjects
Customer development
Meta-search engine
Semantic similarity
Topic crawler
Semantic similarity
Topic crawler
Meta-search engine
Customer development
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Summary:This paper presents a Chinese topic crawler focused on customer development, in order to meet the needs of users for more accurate and particular Internet information. The concept of meta-search engine is introduced, and the keywords are expanded by the ontology of HowNet. Through the web crawler, preprocessing and classification, the information on customer relations can be divided into three categories: company, platform and meaningless. Numerical experiments show that satisfactory results can be obtained in some particular information-seeking areas. The average accuracy for classification is more than 80%, which can meet customer needs in most cases.
ISSN:2212-8271
2212-8271
DOI:10.1016/j.procir.2016.10.093