信息检索领域相关资料

信息检索领域相关资料

·
(A
Guide to Information Retrieval)

Organized by Hongfei Yan

Last updated on April 19, 2006



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Contents

Books

+ Finding Out About: Search Engine Technology from a cognitive

Perspective (Belew, R.K., 2000)

http://www-cse.ucsd.edu/~rik/foa/

+ Foundations of Statistical Natural (C. Manning and H. Schutze, 1999)

+ Information Retrieval, 2nd edition (C.J. van Rijsbergen, 1979)

(full text)

http://www.dcs.gla.ac.uk/Keith/Preface.html

+ Information Retrieval: A Survey (Ed Greengrass, 2000)

http://www.csee.umbc.edu/cadip/readings/IR.report.120600.book.pdf

+ Information Retrieval: Data Structures & Algorithms

(Frakes, W. and Baeza-Yates, R., 1992)

http://www.dcc.uchile.cl/~rbaeza/iradsbook/irbook.html

+ Information Retrieval Interaction (Ingwersen, P., Taylor Graham, 1992)

http://www.db.dk/pi/iri/

+ Managing Gigabytes:compressing and indexing documents and images,

2nd edition, (Ian H. Witten, Alistair Moffat,and Timothy Bell,1999)

+ Mining the Web: Discovering Knowledge from Hypertext Data

(Soumen Chakrabarti, 2003)

+ Modeling the Internet and the Web:

probabilistic Methods and Algorithms

(Pierre Baldi, Paolo Frasconi and Padhraic Smyth, 2003)

+ Modern Information Retrieval

(Ricardo Baeza-Yates and Berthier Ribeiro-Neto, 2000)

+ Readings in Information Retrieval.

(Sparck-Jones, K. and Willett, P., 1997)

+ Search Engine: Principle,Technology and Systems

搜索引擎-原理、技术与系统

(Xiaoming Li,et al., 2005 ), (full text)

http://sewm.pku.edu.cn/book/dlbook.html

+ The Geometry of Information Retrieval

(C.J. van Rijsbergen, 2004)

http://ir.dcs.gla.ac.uk/GeometryOfIR/

+ The Turn: Integration of Information Seeking and Retrieval in Context

(Ingwersen, P., and Jarvelin, K., 2005)

+ TREC: Experiment and Evaluation in Information Retrieval

(Voorhees, E.M., and Harman, D.K., 2005)

http://mitpress.mit.edu/catalog/item/default.asp?ttype=2&tid=10667



Conferences and Workshops

+ CIKM: Conference on Information and Knowledge Management

http://www.csee.umbc.edu/cikm/

+ SIGIR: Special Interest Group on Information Retrieval

http://www.sigir.org/

+ World Wide Web

http://www.iw3c2.org/

+ SEWM: Symposium of Search Engine and WebMining

全国搜索引擎和网上信息挖掘学术研讨会

http://net.pku.edu.cn/~sewm/



Courses

+ CMU Information Retrieval

http://nyc.lti.cs.cmu.edu/classes/11-741/ (Spring 2006)

Instructors: Jamie Callan and Yiming Yang

+ Cornell University The Structure of Information Networks (Spring 2006)

http://www.cs.cornell.edu/courses/cs685/2006sp/

Instructor: Jon Kleinberg

+ Peking University Web Based Information Architectures (Fall 2005)

http://net.pku.edu.cn/~wbia/

Instructor: Xiaoming Li, Jimin Wang and Bo Peng

+ Stanford Univ. Text Information Retrieval and Web Mining (Autumn 2005)

http://www.stanford.edu/class/cs276/

Instructor: Christopher Manning and Prabhakar Raghavan

+ UIUC Introduction to Text Information Systems (Spring 2006)

http://sifaka.cs.uiuc.edu/course/498cxz06s/

Instructor: ChengXiang Zhai

+ UMass Univ. Information retrieval course (Spring 2005)

http://ciir.cs.umass.edu/cmpsci646/

Instructors: James Allan

+ Washington Univ. Search Engines course

http://courses.washington.edu/lis544/



Evaluation Resources

+ CLEF: Cross-Language Evaluation Forum

http://clef.iei.pi.cnr.it/

+ CWIRF: Chinese Web Information Retrieval Forum

http://www.cwirf.org/

+ DUC: Document Understanding Conferences

http://duc.nist.gov/

+ INEX: INitiative for the Evaluation of XML Retrieval

http://inex.is.informatik.uni-duisburg.de/

+ NTCIR: NII-NACSIS Test Collection for IR Systems

http://research.nii.ac.jp/ntcir/

+ TREC: Text REtrieval Conference

http://trec.nist.gov/



Journals

+ Briefings in Bioinformatics (full text)

http://bib.oxfordjournals.org/archive/

+ Computational Linguistics, The MIT Press

http://mitpress.mit.edu/catalog/item/default.asp?ttype=4&tid=10

+ Data & Knowledge Engineering (DKE), Elsevier

http://www.elsevier.com/wps/find/journaldescription.cws_home/505608/description?navopenmenu=-2

+ D-Lib Magazine

http://www.dlib.org/

+ Information Processing Letters, Elsevier

http://www.elsevier.com/locate/issn/00200190

+ Information Processing and Management (IP&M), Elsevier

http://www.elsevier.com/locate/infoproman

+ Information Retrieval, Springer

http://www.springer.com/sgw/cda/frontpage/0,11855,3-0-70-35744790-detailsPage%253Djournal%257Cdescription%257Cdescription,00.html

+ Information Research

http://informationr.net/ir

+ International Journal on Digital Libraries, Springer

http://link.springer.de/link/service/journals/00799/index.htm

+ International Journal of Cooperative Information Systems (IJCIS),

World Scientific

http://ejournals.wspc.com.sg/ijcis/ijcis.shtml

+ International Journal on Document Analysis and Recognition, Springer

http://link.springer.de/link/service/journals/10032/index.htm

+ International Journal of Intelligent Systems, Wiley

http://www3.interscience.wiley.com/cgi-bin/jhome/36062

+ International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
(IJUFKS), World Scientific

http://ejournals.wspc.com.sg/ijufks/ijufks.shtml

+ Journal of the American Society for Information Science and Technology
(JASIST), Wiley

http://www3.interscience.wiley.com/cgi-bin/jhome/76501873

+ Journal of Documentation (JDoc). Emerald

http://www.emeraldinsight.com/0022-0418.htm

+ Journal of Intelligent Information Systems (JIIS), Springer

http://www.wkap.nl/journalhome.htm/0925-9902

+ Knowledge and Information Systems (KAIS), Springer

http://link.springer.de/link/service/journals/10115/index.htm

+ Natural Language Engineering, Cambridge University Press

http://www.cambridge.org/journals/journal_catalogue.asp?mnemonic=NLE

+ Transactions On Information Systems (TOIS), ACM

http://www.acm.org/tois/

+ Transactions on Knowledge and Data Engineering (TKDE), IEEE

http://www.computer.org/tkde/



List Archives

+ SIG-IRList, http://www.sigir.org/sigirlist/index.html



Organizations and Special Interest Groups

+ Cambridge NLIP, http://www.cl.cam.ac.uk/Research/NL/

+ CMU LTI, http://www.lti.cs.cmu.edu/

+ DEC laboratories in Palo Alto, Calif.

+ Glasgow Information Retrieval Group, http://www.dcs.gla.ac.uk/ir/

+ Google Labs, http://labs.google.com/

+ LTI, http://www.lti.cs.cmu.edu/

+ Massachusetts CIIR, http://ciir.cs.umass.edu/

+ MSR Asia, Web Search & Data Mining Group

http://research.microsoft.com/wsm/

+ Standford InfoLab, http://infolab.stanford.edu/

+ UIUC Information Retrieval Group, http://sifaka.cs.uiuc.edu/ir/

+ 北大天网组, http://sewm.pku.edu.cn/

+ 北京大学计算语言学研究所, http://icl.pku.edu.cn/

+ 复旦大学信息检索和自然语言处理组,

http://www.cs.fudan.edu.cn/mcwil/irnlp/

+ 哈工大信息检索组, http://ir.hit.edu.cn/

#+ 清华大学智能技术与系统国家重点实验室, (fail to visit the URL)

# http://www.csai.tsinghua.edu.cn/

+ 中科院大规模内容计算组, http://159.226.40.18/



Researchers

+ ChengXiang Zhai, developing Lemur

http://www-faculty.cs.uiuc.edu/~czhai/

+ Gerard Salton

http://www.cs.cornell.edu/Info/Department/Annual95/Faculty/Salton.html

+ Karen Sparck, developing IDF

http://www.cl.cam.ac.uk/users/ksj/

+ Keith van Rijsbergen

http://www.dcs.gla.ac.uk/~keith/

+ Jamie Callan,

http://www.cs.cmu.edu/~callan/

+ Jon Kleinberg, developing HIT

http://www.cs.cornell.edu/home/kleinber/

+ Li Xiaoming, developing Tianwang & Infomall

+ Nick Craswell, developing Terabyte Track

http://research.microsoft.com/~nickcr

+ Susan Dumais, developing LSI

http://research.microsoft.com/~sdumais/

+ Yiming Yang, developing text categorization

http://www.cs.cmu.edu/~yiming/

+ Stephen Robertson,

http://research.microsoft.com/users/robertson/

+ Tefko Saracevic

http://www.scils.rutgers.edu/~tefko/

+ W. Bruce Croft

http://ciir.cs.umass.edu/personnel/croft.html



Research-related Resources

+ http://www-faculty.cs.uiuc.edu/~czhai/research.html



Software

+ Apache Lucene: a full-featured text search engine library

http://lucene.apache.org/java/docs/index.html

+ Gate: a general architecture for text engineering

http://gate.ac.uk/

+ Lemur: A full-text search engine

http://www.lemurproject.org/

+ MG: A full-text search engine

http://www.math.utah.edu/pub/mg/

+ Porter Stemmer: English stemming algorithm

http://www.tartarus.org/martin/PorterStemmer/

+ Nutch: an open source web search engine

http://sourceforge.net/projects/nutch/

+ TSE: A Tiny Search Engine

http://sewm.pku.edu.cn/src/TSE/



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References:

[1] Information Retrieval Resources, http://www.sigir.org/resources.html

[2] http://ir.dcs.gla.ac.uk/resources.html

[3] http://www.cs.cmu.edu/~callan/Teaching/Resources.html

[4] Diekemar, Information Retrieval Links, Jan. 28, 1999.

http://web.syr.edu/~diekemar/ir.html

[5] 陈鸿标，网上研习信息检索，1999年11月.

http://159.226.40.18/freshman/resources/网上研习信息检索.doc

[6] 数据挖掘研究院, http://www.dmresearch.net/

[7] 语音自然语言在线, http://www.snlpinfo.com/index.php

[8] PKU SEWM Group, http://sewm.pku.edu.cn/

[9] http://www.cs.cmu.edu/~callan/Teaching/Resources.html

[10] http://icl.pku.edu.cn/member/lisujian/maincontent.htm

[11] http://www.cs.fudan.edu.cn/mcwil/irnlp/link.htm

[12] Robert Krovetz, A Guide to the Literature of Information Retrieval,

http://159.226.40.18/freshman/resources/guide-to-ir-lit.ps

[13] ACM Digital Library,

http://portal.acm.org/portal.cfm

http://acm.lib.tsinghua.edu.cn/acm/

[14] http://www.sigir.org/proceedings/Proc-Browse.html

[15] SIGIR,

http://portal.acm.org/browse_dl.cfm?linked=1∂=series&idx=SERIES278&coll=portal&dl=ACM&CFID=72474811&CFTOKEN=69288563

[16] WWW, International World Wide Web Conference

http://portal.acm.org/browse_dl.cfm?linked=1∂=series&idx=SERIES968&coll=portal&dl=ACM&CFID=72474811&CFTOKEN=69288563

[17] China Digital Journal Community,
http://wanfang.calis.edu.cn/wf/szhqk/index.html