计算机科学 ›› 2013, Vol. 40 ›› Issue (9): 182-184.

• 软件与数据库技术 • 上一篇    下一篇

基于环境信息的移动搜索个性化查询扩展

王忠民,霍艺伟,邓万宇   

  1. 西安邮电大学计算机学院 西安710121;西安邮电大学计算机学院 西安710121;西安邮电大学计算机学院 西安710121
  • 出版日期:2018-11-16 发布日期:2018-11-16
  • 基金资助:
    本文受国家自然科学基金项目(61100166),陕西省工业攻关项目(2011K06),工业和信息化部通信软科学研究计划项目(2012-R-41)资助

Personalized Query Expansion Based on Environment Information for Mobile Search

WANG Zhong-min,HUO Yi-wei and DENG Wan-yu   

  • Online:2018-11-16 Published:2018-11-16

摘要: 与传统搜索相比,移动搜索对位置、温度、速度等环境信息更为敏感。为了有效利用环境信息推断用户查询意图,提出了一种基于环境信息的查询扩展方法并应用在移动搜索系统Clever Search Engine(CSE)中。该方法利用专家系统对分词后的查询词和收集到的用户环境信息进行推理和融合,扩展查询词,实现个性化搜索。实验证明,基于环境信息的移动搜索个性化查询扩展方法能有效改善移动用户的搜索体验,比现有的公共搜索引擎(如Google)具有更高的查准率。

关键词: 查询扩展,移动搜索,专家系统,个性化,算法 中图法分类号TP391.3文献标识码A

Abstract: Compared with traditional search,mobile search is sensitive to the users’ environment information such as location,temperature,speed and so on.In order to use the environment information to infer the user intents,an expansion approach based on environment information was proposed,which has been applied in the Clever Search Engine(CSE)——a mobile search system we developed.Using segmented queries and users’ environment information,the approach infers the user intents through the expert system and expands query in order to realize personalized query expansion.Experimental results show that the approach we proposed can significantly improve users’ search experiences and has better performance in precision than existing public search engine(e.g.Google).

Key words: Query expansion,Mobile search,Expert system,Personalization,Algorithm

[1] Chirita P-A,Firan C S,Nejdl W.Personalized Query Expansion for the Web[C]∥SIGIR 2007Proceeding.2007:7-14
[2] 吕碧波,赵军.基于相关文档池建模的查询扩展[J].中文信息学报,2006,0(3):78-83
[3] 王秉卿,张奇,吴立德,等.机器学习的查询扩展在博客检索中的应用[J].中文信息学报,2008,22(6):98-102,9
[4] Anderson N.Putting Search in Context:Using Dynamically-Weighted Information Fusion to Improve Search Results [C]∥Eighth International Conference on Information Technology.New Generations,2011:66-71
[5] Gui Feng,Adjouadi M,Rishe N.A Contextualized and Persona-lized Approach for Mobile Search[C]∥International Conference on Advanced Information Networking and Applications Workshops.2009:966-971
[6] Ahmadian N,Nematbakhsh M A,Vahdat-Nejad H.A ContextAware Approach to Semantic Query Expansion[C]∥International Conference on Innovations in Information Technology.2011:57-60
[7] 陈翀,彭波,闫宏飞,等.一种词汇共现算法及共现词对检索系统排序的影响[J].清华大学学报:自然科学版,2005,45(S1):1857-1860

No related articles found!
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
No Suggested Reading articles found!