Axiomatic Thinking for Information Retrieval: And Related Tasks

This is the first workshop on the emerging interdisciplinary research area of applying axiomatic thinking to information retrieval (IR) and related tasks. The workshop aims to help foster collaboration of researchers working on different perspectives of axiomatic thinking and encourage discussion and research on general methodological issues related to applying axiomatic thinking to IR and related tasks.

[1]  Julio Gonzalo,et al.  A Formal Approach to Effectiveness Metrics for Information Access: Retrieval, Filtering, and Clustering , 2015, ECIR.

[2]  José Hernández-Orallo,et al.  An experimental comparison of performance measures for classification , 2009, Pattern Recognit. Lett..

[3]  Eddy Maddalena,et al.  Axiometrics: Axioms of Information Retrieval Effectiveness Metrics , 2014, EVIA@NTCIR.

[4]  Julio Gonzalo,et al.  A comparison of extrinsic clustering evaluation metrics based on formal constraints , 2009, Information Retrieval.

[5]  Marina Sokolova,et al.  Assessing Invariance Properties of Evaluation Measures , 2006 .

[6]  Fabrizio Sebastiani,et al.  An Axiomatically Derived Measure for the Evaluation of Classification Algorithms , 2015, ICTIR.

[7]  Peter Bruza,et al.  Investigating aboutness axioms using information fields , 1994, SIGIR '94.

[8]  ChengXiang Zhai,et al.  An exploration of axiomatic approaches to information retrieval , 2005, SIGIR '05.

[9]  Stefano Mizzaro,et al.  Axiometrics: An Axiomatic Approach to Information Retrieval Effectiveness Metrics , 2013, ICTIR.

[10]  Tao Tao,et al.  Diagnostic Evaluation of Information Retrieval Models , 2011, TOIS.

[11]  Julio Gonzalo,et al.  A general evaluation measure for document organization tasks , 2013, SIGIR.

[12]  Marina MeWi Comparing Clusterings , 2002 .

[13]  ChengXiang Zhai,et al.  Statistical Language Models for Information Retrieval , 2008, NAACL.

[14]  ChengXiang Zhai,et al.  Lower-bounding term frequency normalization , 2011, CIKM '11.

[15]  Alistair Moffat,et al.  Seven Numeric Properties of Effectiveness Metrics , 2013, AIRS.

[16]  Julio Gonzalo,et al.  A general account of effectiveness metrics for information tasks: retrieval, filtering, and clustering , 2014, SIGIR.

[17]  ChengXiang Zhai,et al.  Statistical Language Models for Information Retrieval: A Critical Review , 2008, Found. Trends Inf. Retr..

[18]  Nicola Ferro,et al.  Towards a Formal Framework for Utility-oriented Measurements of Retrieval Effectiveness , 2015, ICTIR.