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INEX 2007 Evaluation Measures
[chapter]
Lecture Notes in Computer Science
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This paper describes the official measures of retrieval effectiveness that are employed for the Ad Hoc Track at INEX 2007. ...
In response, the INEX 2007 measures are based on the amount of highlighted text retrieved, leading to natural extensions of the well-established measures of precision and recall. ...
At INEX 2007 we have adopted an evaluation framework that is based on the amount of highlighted text in relevant documents (similar to the HiXEval measures [15] ). ...
doi:10.1007/978-3-540-85902-4_2
fatcat:iuawztbdhvb2firskwth6zpfwq
INEX 2005 Evaluation Measures
[chapter]
2006
Lecture Notes in Computer Science
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This paper describes the official measures of retrieval effectiveness that are employed for the Ad Hoc Track at INEX 2007. ...
In response, the INEX 2007 measures are based on the amount of highlighted text retrieved, leading to natural extensions of the well-established measures of precision and recall. ...
At INEX 2007 we have adopted an evaluation framework that is based on the amount of highlighted text in relevant documents (similar to the HiXEval measures [15] ). ...
doi:10.1007/978-3-540-34963-1_2
fatcat:7x6o3owp4zb2llreycldu673aa
Evaluation effort, reliability and reusability in XML retrieval
2010
Journal of the American Society for Information Science and Technology
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Since 2007, INEX has been using a set of precision-recall based metrics for its ad hoc tasks. ...
The authors investigate the reliability and robustness of these focused retrieval measures, and of the INEX pooling method. ...
Various evaluation measures have been tried over the years at INEX. ...
doi:10.1002/asi.21403
fatcat:zusa7ro7brgwfpnnkxpvu3degq
Topic Difficulty Prediction in Entity Ranking
[chapter]
2009
Lecture Notes in Computer Science
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Many approaches to entity ranking have been proposed, and most of them were evaluated on the INEX Wikipedia test collection. ...
To predict the topic difficulty, we generate a classifier that uses features extracted from an INEX topic definition to classify the topic into an experimentally pre-determined class. ...
This was the best performing entity ranking run at INEX 2007 (for the list completion task) when using the MAP measure. 2. ...
doi:10.1007/978-3-642-03761-0_29
fatcat:qggfph7cmzdidoxssqxql7sg6m
XML Multimedia Retrieval: From Relevant Textual Information to Relevant Multimedia Fragments
[chapter]
2009
Lecture Notes in Computer Science
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Experiments were done on the INEX 2006 and 2007 Multimedia Fragments task and show the interest of our method. ...
Image retrieval is done using textual and structural information from ascendant, sibling and direct descendant nodes in the XML tree, while multimedia fragment retrieval is done by evaluating the score ...
In both tasks, INEX 2006 and INEX 2007
the impact of γ variation in Equation 7 on INEX 2006 results according to iP[0.01] measure. Highest performance is obtained with Table 1. ...
doi:10.1007/978-3-642-00958-7_16
fatcat:vgyyfjy7rze2lng65iyogmfx3m
Overview of the INEX 2008 Ad Hoc Track
[chapter]
2009
Lecture Notes in Computer Science
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This paper gives an overview of the INEX 2007 Ad Hoc Track. ...
The INEX 2007 Ad Hoc Track featured three tasks: For the Focused Task a ranked-list of non-overlapping results (elements or passages) was needed. ...
We note that properly evaluating the effectiveness in XML-IR remains an ongoing research question at INEX. The INEX 2007 measures are solely based on the retrieval of highlighted text. ...
doi:10.1007/978-3-642-03761-0_1
fatcat:exrtt2h6gzdjxmoqiodqhrhmhy
Report on the SIGIR 2007 workshop on focused retrieval
2007
SIGIR Forum
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On the 27th July 2007 the SIGIR 2007 Workshop on Focused Retrieval was held as part of SIGIR in Amsterdam, the Netherlands. ...
[2] discuss the new link-the-wiki task running at INEX 2007. ...
A simplified version of this task is being run for the first time at INEX 2007, with the expectation of a full task in 2008 and beyond. ...
doi:10.1145/1328964.1328981
fatcat:3qi4wek47zffha4k7l2y5xkw4m
Investigating the document structure as a source of evidence for multimedia fragment retrieval
2013
Information Processing & Management
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We conducted several experiments in the context of the Multimedia track of the INEX evaluation campaign. ...
Evaluation measure We evaluated our method in the focused strategy using the official measure of INEX (Kamps et al., 2007) . ...
Parameter
Best value learned from INEX 2006
(used for evaluation on the 2007 one) -Focused task
Best value learned from INEX 2007 (used for
evaluation on the 2006 one) -Thorough task
/ in Eq. (1 ...
doi:10.1016/j.ipm.2013.06.001
fatcat:ac4vtvzcorbu7mi33kwuv2wkla
Evaluating relevant in context
2007
Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval - SIGIR '07
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The resulting measure was used at INEX 2006. ...
Our main research question is: how to evaluate the Relevant in Context task? ...
At INEX 2007, systems will be allowed to return arbitrary passages that can be directly evaluated by the MAgP measure, which in turn could enable a system to receive a perfect score when exactly matching ...
doi:10.1145/1277741.1277890
dblp:conf/sigir/KampsLP07
fatcat:wfsfda3vxremhkzhrhonm4tzke
Overview of the INEX 2009 Ad Hoc Track
[chapter]
2010
Lecture Notes in Computer Science
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This paper gives an overview of the INEX 2007 Ad Hoc Track. ...
The INEX 2007 Ad Hoc Track featured three tasks: For the Focused Task a ranked-list of non-overlapping results (elements or passages) was needed. ...
We note that properly evaluating the effectiveness in XML-IR remains an ongoing research question at INEX. The INEX 2007 measures are solely based on the retrieval of highlighted text. ...
doi:10.1007/978-3-642-14556-8_4
fatcat:bdnyqr63bzdzxkxmbkma4mjpqm
Topical and Structural Linkage in Wikipedia
[chapter]
2011
Lecture Notes in Computer Science
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Performance INEX 2007 participants generated ranked lists of possible links for each article, which were evaluated against Wikipedia ground truth using standard recall and precision measures. ...
Performance of the structural threshold algorithm at INEX 2007 equivalent task [8] . ...
doi:10.1007/978-3-642-20161-5_45
fatcat:ny27wsutevhkjapzc7xjl3i2ly
Report on INEX 2008
2009
SIGIR Forum
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INEX investigates focused retrieval from structured documents by providing large test collections of structured documents, uniform evaluation measures, and a forum for organizations to compare their results ...
This paper reports on the INEX 2008 evaluation campaign, which consisted of a wide range of tracks: Ad hoc, Book, Efficiency, Entity Ranking, Interactive, QA, Link the Wiki, and XML Mining. • Link-the-Wiki ...
In 2007, INEX has started the XML Entity Ranking track (INEX-XER) to provide a forum where researchers may compare and evaluate techniques for systems that return lists of entities. ...
doi:10.1145/1670598.1670603
fatcat:zoxbecrybrf63fg54g4kt7w7na
Using textual and structural context for searching Multimedia Elements
2010
International Journal of Business Intelligence and Data Mining
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Experimental evaluation is carried out using the INEX MultimediaFragments Task 2006 and 2007. ...
By comparing our proposed measure (RepOnt) and the Rada measure, we observed that the difference of results between the two measures is very significant in the INEX 2007 test set, whereas it is not the ...
We obtained for INEX 2006 a MAP equals to 0.4030 (instead of 0.3965)
and for INEX 2007 a MAP equals to 0.2815 (instead of 0.2682). ...
doi:10.1504/ijbidm.2010.036123
fatcat:e4iyijg4wrcy7f7pphywqjs4oq
Overview of the INEX 2009 Entity Ranking Track
[chapter]
2010
Lecture Notes in Computer Science
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The XML Entity Ranking (XER) track at INEX creates a discussion forum aimed at standardizing evaluation procedures for entity retrieval. ...
This paper describes the XER tasks and the evaluation procedure used at the XER track in 2009, where a new version of Wikipedia was used as underlying collection; and summarizes the approaches adopted ...
Since 2007, INEX has organized a yearly XML Entity Ranking track (INEX-XER) to provide a forum where researchers may compare and evaluate techniques for engines that return lists of entities. ...
doi:10.1007/978-3-642-14556-8_26
fatcat:34llptermngh7lbjcq3ihn4vdq
Presenting Structured Text Retrieval Results
[chapter]
2009
Encyclopedia of Database Systems
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CROSS REFERENCE Evaluation metrics for structured text retrieval INitiative for the Evaluation of XML Retrieval (INEX) XML Retrieval ...
(INEX 2006 (INEX -2007 explicitly asks for a single best entry point into the article (so non-overlapping and non-scattered articles by definition). ...
doi:10.1007/978-0-387-39940-9_317
fatcat:fnsl7hpfjfcixo7rwvbl6l3vhy
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