信息检索与知识挖掘领域重要学术资源
时间:2016-05-17 15:45:44  来源:  作者:simyjs  点击量:


相关领域重要会议 

相关领域顶级会议 

  • ACL, the Association for Computational Linguistics. 
  • SIGIR, the ACM Special Interest Group on Information Retrieval. 
  • WWW, the International World Wide Web Conference. 
  • AAI the Association for the Advancement of Artificial Intelligence 
  • IJCAI, the International Joint Conferences on Artificial Intelligence 
  • SIGKDD, the ACM Special Interest Group on Knowledge Discovery and Data Mining 
  • ACMMM, ACM Multimedia 
  • ICML, International Conference on Machine Learning 
  • NIPS, Annual Conference on Neural Information Processing Systems 
  • SIGCHI 
  • SIGMOD 
  • VLDB 


相关领域一流会议 

  • COLING, the International Conference on Computational Linguistics. 
  • JCDL, Joint Conference on Digital Libraries 
  • NAACL, the Association for Computational Linguistics 
  • EMNLP, Conference on Empirical Methods on Natural Language Processing 
  • CIKM, ACM Conference on Information and Knowledge Management. 
  • ICDM, IEEE International Conference on Data Mining 
  • ECML 
  • WSDM 


其他主流会议 

(这些会议质量也有差别,但不再细分)


  • AIRS

  • APWeb

  • DASSFFA

  • ECAI

  • ECIR

  • ECDL

  • ICADL



  • ICASSP

  • ICDAR

  • IJCNLP

  • PAKDD

  • PRICAI

  • WI

  • WISE

  • ACML 

会议文章类型 

  • 基本分类 
  1. 参会形式:Oral paper vs. Poster paper 
  2. 论文长度:Full paper vs. Short paper 
  • 上述分类交叉形成以下若干类别: 
a. Full Oral Paper: 质量最高,难度最大b. Short oral paperc. Full poster paperd. Short poster paper上述b,c,d统一称为short/poster paper 

  • 不同会议的Short/Poster Paper的质量不一样 
  1. 和Full Paper投稿分开,单独投稿日期,单独评审:
    例如SIGIR, ACL, WWW, NAACL、JCDL、ACMMM等 
  2. 只有一个投稿日期,作为Full Paper投稿,统一评审,但得分较低一些:
    例如EMNLP、CIKM、KDD、ICDM、COLING、CVPR等


重要期刊 

顶级期刊 

  • ACM Computing Surveys (CSUR)

  • ACM Transactions on Information System (TOIS)

  • Artificial Intelligence (AIJ) 
  • IEEE Transactions on Knowledge and Data Engineering (TKDE)

  • Computational Linguistics (CL)

  • Journal of Machine Learning Research (JMLR)

  • IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)


著名期刊 

  • ACM Transactions on Speech and Language Processing (TSLP)

  • IEEE Transactions on Audio, Speech and Language Processing (TASLP)

  • ACM Transactions on Knowledge Discovery from Data (TKDD)

  • Data Mining and Knowledge Discovery (DMKD)

  • IEEE Intelligent Systems

  • Information Retrieval (IRJ)

  • Information Processing & Management (IPM)

  • Journal of Artificial Intelligence Research (JAIR)

  • Natual Language Engineering (NLE)

  • Journal of the American Society for Information Science and Technology (JASIST)

  • Data & Knowledge Engineering (DKE)

  • ACM Transactions on the Web (TWEB)

  • ACM Transactions on Asian Language Information Processing (TALIP)

  • World Wide Web Journal

  • Knowledge and Information Systems (KAIS)


其它重要期刊 

重要评测 

信息检索 

文本分析与摘要 

多语言信息检索、翻译、情感分析 

有意思的系统和演示 

检索结果聚类 


实体/关系 



对比 


其他 

论文数据库 

重要文献 

学术文献/知识挖掘相关论文 



(本文来源:http://www.icst.pku.edu.cn/lcwm/index.php?title=学术资源)

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