WikipediaMiner




[PDF] An open-source toolkit for mining Wikipedia
[PDF] from smith.eduD Milne... - Proc. New Zealand Computer Science Research ..., 2009 - cs.smith.edu
... In this paper we introduce the Wikipedia Miner toolkit: an open-source collection of code that
allows researchers and developers to easily integrate Wikipedia's rich semantics into their own
applications. The Wikipedia Miner toolkit is already a mature product. ... 
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[PDF] Computing semantic relatedness using wikipedia link structure
[PDF] from waikato.ac.nzD Milne - Proceedings of the New Zealand Computer Science ..., 2007 - cs.waikato.ac.nz
... Access to this data is facilitated by the Wikipedia Miner Toolkit,1 which was developed by the
author to allow rapid exploration of Wikipedia's link structure. It wraps a database representation
of the encyclopedia with convenience classes for querying and browsing its structure. ... 
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WikiWalk: random walks on Wikipedia for semantic relatedness
[PDF] from 140.116.245.248E Yeh, D Ramage, CD Manning, E Agirre... - Proceedings of the 2009 ..., 2009 - dl.acm.org
... There are several sources of pre-processed Wikipedia dumps which could be used to extract
the arti- cles and links between articles, including DBpe- dia (Auer et al., 2008), which provides
a rela- tional database representation of Wikipedia, and Wikipedia-Miner 2, which ... 
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[CITATION] WikipediaMiner toolkit. Website, 2009
D Milne
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Wikipedia based semantic metadata annotation of audio transcripts
G Paci, G Pedrazzi... - Image Analysis for Multimedia ..., 2010 - ieeexplore.ieee.org
... 4.1. Wikipedia Miner To access Wikipedia information we used Wikipedia Miner
[11]. This toolkit uses Wikipedia as a linguistic resource and provides simplified
access to its structure and content. ... Wikipedia Miner also defines: ... 
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All You Can Eat Ontology-Building: Feeding Wikipedia to Cyc
[PDF] from waikato.ac.nzS Sarjant, C Legg, M Robinson... - ... of the 2009 IEEE/WIC/ACM ..., 2009 - dl.acm.org
... The new algorithm utilizes the Wikipedia Miner,2 which provides easy access to Wikipedia's
structured and semi-structured information. ... 2. Wikipedia Miner homepage: http://wikipedia-miner.
sourceforge.net/ Figure 1. Finding a Cyc term from an article's anchor terms. ... 
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[PDF] Wikipedia-based approach for linking ontology concepts to their realisations in text
[PDF] from ffzg.hrG Paci, G Pedrazzi... - LREC. To appear, 2010 - hnk.ffzg.hr
... Our work is largely based on the Wikipedia miner toolkit (Milne, 2009) that provides easy access
to Wikipedia and statistics about it that can be used to compute concepts similarity measures and
to per- form word sense disambiguation. ... Wikipedia Miner also defines ... 
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A cocktail approach to the VideoCLEF'09 linking task
[PDF] from clef-campaign.orgS Raaijmakers, C Versloot... - Multilingual Information Access ..., 2011 - Springer
... 1 . Our system con- sists of a weighted combination of off-the-shelf and proprietary modules,
including the Wikipedia Miner toolkit of the University of Waikato. ... 3 See http://wikipedia-miner.
sourceforge.net C. Peters et al. (Eds.): CLEF 2009 Workshop, Part II, LNCS 6242, pp. ... 
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Promoting ranking diversity for biomedical information retrieval using wikipedia
[PDF] from buaa.edu.cnX Yin, X Huang... - Advances in Information Retrieval, 2010 - Springer
... The outcome is a set of concepts representing the aspects mentioned in the input
passages [17,25]. The Wikify service provided by the Wikipedia Miner3 is used to
automatically detect aspects covered by a retrieved passage. ... 
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[PDF] Multilingual Expert Search using Linked Open Data as Interlingual Representation
[PDF] from psu.eduDM Herzig... - Notebook Papers of the CLEF 2010 Labs and ..., 2010 - Citeseer
... We used the Wikipedia Miner Toolkit to extract the resources from documents[13]. ... do
women get PMS?" or "hab es runtergeladen wie kann ich bei msn chat- ten?", which
caused problems for the Wikipedia Miner to identify resources. ... 
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[PDF] Query Wikification: Mining Structured Queries From Unstructured Information Needs using Wikipedia-based Semantic Analysis
[PDF] from jadidi.infoAH Jadidinejad... - Working Notes for the CLEF 2009 ..., 2009 - jadidi.info
... The result of Query Wikification is shown in Figure 2. As you see, the important topics are extracted
and the original query is annotated using Wikipedia concepts. We use Wikipedia-Miner3 toolkit
[14] in our experiments. ... 3http://wikipedia-miner.sourceforge.net/ Page 4. ... 
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[PDF] Generating links to background knowledge: A case study using narrative radiology reports
[PDF] from cwi.nlJ He, M de Rijke, M Sevenster... - Proceedings of the 20th ..., 2011 - oai.cwi.nl
... system [29] and the Wikipedia Miner system [31], on a test collection of radiol- ogy reports
that have been manually annotated by domain experts with links to Wikipedia concepts;
see Section 3 for details about the test collection. ... Wikipedia Miner. ... 
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Finding new information via robust entity detection
[PDF] from fid.clF Iacobelli, N Nichols, L Birnbaum... - Proactive Assistant Agents ..., 2010 - aaai.org
... Evaluation To evaluate this approach we conducted a comparison of entity detection using WPED
(using the popularity disam- biguation strategy), OpenCalais and Wikipedia Miner Wik- ifier (WMW)
(Milne and Witten 2008), a robust wikipedia NER that detect entities by ... 
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Supporting natural language processing with background knowledge: coreference resolution case
[PDF] from fbk.euV Bryl, C Giuliano, L Serafini... - The Semantic Web-ISWC ..., 2010 - Springer
... The approach is implemented in the Wikipedia Miner tool.9 We used it with the de- fault
parameters. The tool requires a Wikipedia dump preprocessed in a special way. ... Approach
Precision Recall Fi The Wiki Machine 0.716 0.714 0.715 Wikipedia Miner 0.779 0.471 0.587 ... 
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HUMB: Automatic key term extraction from scientific articles in GROBID
[PDF] from mercubuana.ac.idP Lopez... - Proceedings of the 5th International Workshop on ..., 2010 - dl.acm.org
... We used WEKA (Witten and Frank, 2005) for all our experiments, except for SVM
4http://wikipedia-miner.sourceforge.net ... Wikipedia term Relatedness Using Wikipedia Miner, we
tried to apply as post-ranking a boosting of related terms, but saw no impact on the results. ... 
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Cross-language information retrieval using meta-language index construction and structural queries
A Jadidinejad... - Multilingual Information Access Evaluation I. ..., 2011 - Springer
... [9] and the second is WM-Wikifier [10]3. WM-Wikifier is a distin- guish approach that uses
Wikipedia articles not only as a source of information to point to, but also as training data for how
best to create links [10]. It freely availables in the Wikipedia-Miner toolkit [11]. ... 
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[PDF] Cross-document coreference for weps
[PDF] from psu.eduCOI Dornescu... - Third Web People Search Evaluation Forum ..., 2010 - Citeseer
... word filtering (using apache lucene library) to create a word vector representation for each
document tokens uses only the marked-up entities, eg from NER.view densification detects most
relevant Wikipedia topics using a wikification service based on Wikipedia Miner [4]; the ... 
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[PDF] Augmenting Human Computed Lightweight Semantics
[PDF] from stuba.skJ Šimko - acmbulletin.fiit.stuba.sk
... We have conducted experiments to disclose how many of the relationships are present in the
major knowledge base of Wikipedia using Wikipedia Miner tool and what kind of relationships
are mostly present in the network, by evaluating them manually and also comparing them ... 
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[PDF] Wikipedia Revision Toolkit: Efficiently Accessing Wikipedia's Edit History
[PDF] from tu-darmstadt.deO Ferschke, T Zesch... - Proceedings of the 49th ..., 2011 - ukp.tu-darmstadt.de
... Like Wikipedia Miner, it also rep- resents the content and structure of Wikipedia as Java objects. ...
3http://wikipedia-miner.sourceforge.net 4http://jwpl.googlecode.com 98 Page 3. Property
Description Example Value language The Wikipedia language version english ... 
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Document Topic Extraction Based on Wikipedia Category
J Yun, L Jing, J Yu, H Huang... - ... and Optimization (CSO), ..., 2011 - ieeexplore.ieee.org
... These 200 words are mapped to 412 Wikipedia categories by the approach proposed in Section
III-A. Wikipedia Miner toolkit4 is used to visit the Wikipedia resource. ... 3http://people.csail.mit.edu/
jrennie/20Newsgroups/ 4http://wikipedia-miner.sourceforge.net/ 854 Page 4. ... 
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TRUMIT: a tool to support large-scale mining of text association rules
[PDF] from ntnu.noR Neumayer, G Tsatsaronis... - Machine Learning and ..., 2011 - Springer
... Currently, the following annotator types are supported: language anno- tator, open calais annotator,
POS annotator, Stanford NER annotator, Wordnet domain annotator3, maui keyword
annotator4, lexical emotion annotator, and Wikipedia miner annotator5. For reasons of ... 
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[PDF] Evidence for Alignment in a Computer-Mediated Text-Only Environment
[PDF] from cognaction.orgMA Riordan, R Dale, RJ Kreuz... - cognaction.org
... To identify these Wikipedia pages, Wikipedia Miner (Milne and Witten, 2009) was
used. The Wikipedia Miner "wikify" program uses word frequency information
combined with information about word-related concepts to identify ... 
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HUMB: Automatic Key Term Extraction from Scienti?c Articles in GROBID
[PDF] from archives-ouvertes.frP Lopez, L Romary - 2010 - hal.archives-ouvertes.fr
... We used WEKA (Witten and Frank, 2005) for all our experiments, except for SVM
4http://wikipedia-miner.sourceforge.net ... Wikipedia term Relatedness Using Wikipedia Miner, we
tried to apply as post-ranking a boosting of related terms, but saw no impact on the results. ... 
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[PDF] 1. Computable News
[PDF] from sydney.edu.auWJ Howard - sydney.edu.au
... The evaluation in Table 1 shows the how well our system identified and linked each NE men-
tion identified by the annotators. This is compared with the Wikipedia Miner system [Milne and
Wit- ten, 2008] that addresses the related task of wiki- fication: System ... 
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Computing Text-to-Text Semantic Relatedness Based on Building and Analyzing Enriched Concept Graph
Z Jahanbakhsh Nagadeh, F Mahmoudi... - Computer Science and ... - Springer
... WordNet database efficiently. Also, for using Wikipedia database, we applied the
Wikipedia Miner Toolkit2 that is an API in Java language so that we easier make
use of the structure and content of Wikipedia. After computing ... 
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Graph-based named entity linking with wikipedia
[PDF] from benhachey.infoB Hachey, W Radford... - Web Information System Engineering- ..., 2011 - Springer
... 220 B. Hachey, W. Radford, and JR Curran context). For the comparison here, we adapted the
Wikipedia Miner version 1.13 dis- ambiguator to take a list of mentions and their candidate sets. ...
3 http://wikipedia-miner.sourceforge.net/ (code: 04/2009, data: 03/2009) Page 9. ... 
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[PDF] Harnessing Manpower for Semantics Acquisition
[PDF] from stuba.skJ Šimko - Personalized Web-Science, Technologies and ... - wiki.fiit.stuba.sk
... We conducted experiments to disclose how many of the relationships are present in the major
knowledge base of Wikipedia using the Wikipedia Miner tool and what kind of relationships are
mostly present in the network, by evaluating them manually and also comparing them ... 
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Mining meaning from Wikipedia
[PDF] from arxiv.orgO Medelyan, D Milne, C Legg... - International Journal of Human- ..., 2009 - Elsevier
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Content-based language learning in a digital library
[PDF] from hcmus.edu.vnS Wu... - Asian Digital Libraries. Looking Back 10 Years and ..., 2007 - Springer
... Morgan Kaufmann, San Francisco (2003) 9. Wu, S., Witten, IH: Towards a digital library for
language learning. In: Proc European Conf on Digital Libraries, Alicante, Spain, pp. 341-352
(2006) 10. Milne, D.: WikipediaMiner (2007), http://wikipedia-miner.sourceforge.net 
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Fast and accurate annotation of short texts with Wikipedia pages
[PDF] from arxiv.orgP Ferragina... - Software, IEEE, 2010 - ieeexplore.ieee.org
... Tagme is the first software system that, on-the-fly and with high pre- cision/recall, annotates
short texts with pertinent hyper-links to Wikipedia 1 The system is available at
http://wikipedia-miner.sourceforge.net. 2 The system is not available. 4 ... 
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Measuring Named Entity Similarity Through Wikipedia Category Hierarchies
[PDF] from uta.eduJM Ashman - 2011 - dspace.uta.edu
Page 1. MEASURING NAMED ENTITY SIMILARITY THROUGH WIKIPEDIA CATEGORY
HIERARCHIES by JARED M ASHMAN Presented to the Faculty of the Graduate School of The
University of Texas at Arlington in Partial Fulfillment of the Requirements for the Degree of ... 
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Extracting corpus specific knowledge bases from Wikipedia
[TXT] from waikato.ac.nzDN Milne, IH Witten... - 2007 - researchcommons.waikato.ac.nz
... Given a set of documents, we want to produce a knowledge base that describes only the terms,
topics and relations that are relevant to it; only 1 http://en.wikipedia.org/wiki/Wikipedia:
Database_download 2 http://wikipedia-miner.sourceforge.net 3 http://www.dbpedia.org Page ... 
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[PDF] Graph representation of documents content and its suitability for text mining tasks
[PDF] from diva-portal.orgAV Iglesias - 2011 - ntnu.diva-portal.org
... 22 2.2.2.2 Wikipedia Miner . . . . . ... 46 3.6 Parameter a corresponding to the degree
distribution for Maui Indexer 47 3.7 Clustering coefficient comparison between
different interestingness measures for Wikipedia Miner . . . . . ... 
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[HTML] Promoting ranking diversity for genomics search with relevance-novelty combined model
[HTML] from biomedcentral.comX Yin, Z Li, J Huang... - BMC Bioinformatics, 2011 - biomedcentral.com
... The outcome is a set of concepts representing the aspects mentioned in the input documents
[26,31]. The Wikify service provided by the Wikipedia Miner(http://wikipedia-miner.sourceforge.
net webcite) is used to automatically detect aspects covered by retrieved documents. ... 
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[PDF] PeWeProxy Workshop
[PDF] from stuba.skM BARLA... - Personalized Web-Science, Technologies and ... - wiki.fiit.stuba.sk
... the current and target resource. Alternative similarity metrics could be used, such as
Wikipedia miner (based on linkage between the articles), if we consider usage over
Wikipedia. - Transfer factor. Based on existing logs recorded ... 
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[PDF] WikiNet: A very large scale multi-lingual concept network
[PDF] from ffzg.hrV Nastase, M Strube, B Börschinger, C Zirn... - Proc. LREC, 2010 - hnk.ffzg.hr
... The output is in an easy to under- stand text format. The script extends the extractWikipedi-
aData.pl script distributed with the Wikipedia Miner system (Milne and Witten, 2008b). The data
(and, in the near fu- ture, also the scripts) can be downloaded from our group's website4. ... 
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Large-scale question classification in cQA by leveraging Wikipedia semantic knowledge
L Cai, G Zhou, K Liu... - ... of the 20th ACM international conference ..., 2011 - dl.acm.org
Page 1. Large-Scale Question Classification in cQA by Leveraging Wikipedia
Semantic Knowledge Li Cai, Guangyou Zhou, Kang Liu, and Jun Zhao National
Laboratory of Pattern Recognition, Institute of Automation, Chinese ... 
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[PDF] Enriching and Localizing Semantic Tags in Internet Videos
[PDF] from unifi.itL Ballan, M Bertini, A Del Bimbo... - 2011 - micc.unifi.it
... 0.9. Search terms are used to select relevant Wikipedia articles, using Wikipedia
Miner toolkit [8]. For each Wikipedia resource we consider the list of anchors, ie text
used within links to Wikipedia articles, as candidate tags. The ... 
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C-Link: Concept Linkage in Knowledge Repositories
[PDF] from brad.ac.ukP Cowling, S Remde, P Hartley, W Stewart... - 2009 - aaai.org
... We use Wikipedia Miner (Milne, 2009) for this as it provides an excellent framework for
working with the Wikipedia dumps and also has method for calculating the relatedness
of two articles. Thirdly, the data is relatively clean and concise. ... 
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Cross-lingual semantic relatedness using encyclopedic knowledge
[PDF] from unt.eduS Hassan... - Proceedings of the 2009 Conference on ..., 2009 - dl.acm.org
... For each of these languages, we use a Wikipedia down- load from October 2008.
The articles were pre- processed using Wikipedia Miner (Milne, 2007) to extract
structural information such as general- ity, and interlanguage links. ... 
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Semantics-based representation model for multi-layer text classification
J Yun, L Jing, J Yu... - Knowledge-Based and Intelligent ..., 2010 - Springer
... the other flat vector models plus the traditional classification algorithms.
Acknowledgments. We thank David Milne for providing us with the Wikipedia Miner
tool-kit. This work was supported in part by the National Natural Science ... 
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Automatic Annotation of Non-English Web Content
J Ševcech - ... and Intelligent Agent Technology (WI-IAT), ..., 2011 - ieeexplore.ieee.org
... Considering this approach, we need specific database for each particular domain, which
is not applicable generally for the Web. Wikipedia Miner toolkit [2] uses similar approach,
but it links keywords in text with corresponding articles in Wikipedia. ... 
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Unsupervised feature weighting based on local feature relatedness
J Yun, L Jing, J Yu... - ... in Knowledge Discovery and Data Mining, 2011 - Springer
... and semantic factor which is enriched by feature relatedness. Acknowledgments.
We thank Dr. David Milne for providing us with the Wikipedia Miner tool-kit. This
work was supported by the Fundamental Research Funds for ... 
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[PDF] Entity Search Evaluation over Structured Web Data
[PDF] from kit.eduR Blanco, H Halpin, DM Herzig, P Mika, J Pound... - Balog et al.[3] - aifb.kit.edu
... The system used only the Wikipedia Page 6. dataset and mapped the results to entities in the
BTC collection. The queries were analyzed and po- tentially reformulated using the Wikipedia
Miner soft- ware [12], in order to find the primary entity of the query. ... 
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[PDF] IIIT Hyderabad in Guided Summarization and Knowledge Base Population
[PDF] from nist.govV Varma, P Bysani, K Reddy, VB Reddy... - nist.gov
... re- lations. It serves as a promising resource for natural language processing and
many other re- search areas. Wikipedia Miner [5] is a freely available toolkit for
navigating and making use of content of Wikipedia. It provides ... 
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[PDF] Finding Domain Terms using Wikipedia
[PDF] from psu.eduJ Vivaldi... - Proceedings of the 7th LREC International ..., 2010 - Citeseer
... Some interesting systems are Waikato's WikipediaMiner toolkit4, U. Alicante's wiki
db access5, Strube and 3 http://en.wikipedia.org/wiki/Wikipedia_database 4
http://wikipedia-miner.sourceforge.net/ 5 http://www.dlsi.ua.es/~atoral/ ... 
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[PDF] HITS'Graph-based System at the NTCIR-9 Cross-lingual Link Discovery Task
[PDF] from nii.ac.jpAFV Nastase... - research.nii.ac.jp
... The supervised method performs best on a random selection of Wikipedia articles, considering
the existing hyperlinks as the gold standard. Wikipedia Miner [10] implements a supervised
disambigua- tion approach using hyperlinks in articles as training data. ... 
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[PDF] NTNU at SemSearch 2011
[PDF] from ntnu.noK Balog, M Ciglan, R Neumayer, W Wei... - idi.ntnu.no
... We used the default dictionary used by Wikipedia miner4, containing the mapping between
anchor texts and articles, and extended it by adding article names and names of the redirect
pages. ... Every item added 4http://wikipedia-miner.sourceforge.net/ Page 4. ... 
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Expert-Built and Collaboratively Constructed Lexical Semantic Resources
I Gurevych... - Language and Linguistics Compass, 2010 - Wiley Online Library
... (2007a) is a Java-based API that allows to access the information, such as redirects, categories,
articles, and the link structure contained in Wikipedia. A similar project is Wikipedia Miner (Milne
and Witten 2009). 3. Alignment of Different Lexical Semantic Resources. ... 
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Exploiting time-based synonyms in searching document archives
[PDF] from ntnu.noN Kanhabua... - Proceedings of the 10th annual joint ..., 2010 - dl.acm.org
Page 1. Exploiting Time-based Synonyms in Searching Document Archives Nattiya
Kanhabua Dept. of Computer Science Norwegian University of Science and Technology
Trondheim, Norway nattiya@idi.ntnu.no Kjetil Nørvåg Dept. ... 
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[PDF] Technical Report IDI-TR-8/2010
[PDF] from ntnu.noN Kanhabua... - idi.ntnu.no
Page 1. Norwegian University of Science and Technology Technical Report
IDI-TR-8/2010 Exploiting Time-based Synonyms in Searching Document Archives
Nattiya Kanhabua and Kjetil Nørvåg Dept. of Computer Science ... 
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[PDF] Extricating Meaning from Wikimedia Article Archives
[PDF] from rmit.edu.auBW Curry, A Trotman... - ADCS 2010, 2010 - cs.rmit.edu.au
... 8 [5] full partial full full no full partial Wiki2XML (56074)[9] partial no partial partial partial partial
partial Wikipedia Miner (92)[10] no no no no no partial no Wikiprep 3.04 [7] full partial partial partial
partial partial partial WWW: Wikipedia 1.97 [13] no no no no no partial no Table 1 ... 
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A multi-layer text classification framework based on two-level representation model
J Yun, L Jing, J Yu... - Expert Systems With Applications, 2011 - Elsevier
... With the aid of the rich background knowledge, we believe new MLCLA will achieve
more predominant classification performance. 25 Acknowledgments. We thank David
Milne for providing us with the Wikipedia Miner tool-kit. ... 
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[PDF] You Are What You Like! Information Leakage Through Users' Interests
[PDF] from bme.huA Chaabane, G Acs... - crysys.hit.bme.hu
... Moreover, Wikipedia is multilingual which allows the aug- mentation of non-english interest
names. We used the Wikipedia Miner Toolkit [21] to create the ontologized ver- sion of
Wikipedia from a dump made on January, 2011 with a size of 27 Gb. ... 
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Exploiting web 2.0 forallknowledge-based information retrieval
[PDF] from waikato.ac.nzDN Milne - Proceedings of the ACM first Ph. D. workshop in CIKM, 2007 - dl.acm.org
... from several days to several weeks apart.1 For those who are interested in working with this data
(and in particular its link structure) we recommend WikipediaMiner,2 a ... 1 http://en.wikipedia.org/
wiki/Wikipedia:Database_download 2 http://wikipedia-miner.sourceforge.net 70 ... 
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[PDF] Establishing the value of socially created metadata to image indexing
[PDF] from fsu.eduB Stvilia, C Jörgensen... - 2011 - mailer.fsu.edu
... & Thomas, 1991). To obtain the English Wikipedia terms, the researchers used the
Wikipedia Miner code libraries (Milne & Witten, 2008) with a July 2009 copy/dump
of the English Wikipedia database. The English Wikipedia ... 
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First Report on Alternative Evaluation Methodology PROMISE Deliverable 4.1
[PDF] from swedish-ict.seR Berendsen, GM Di Nunzio, M Gäde, J Karlgren... - 2011 - soda.swedish-ict.se
Page 1. FP7 ICT 2009.4.3, Intelligent Information Management promise Network of Excellence
co-funded by the 7th Framework Program of the European Commission, grant agreement no.
258191 PROMISE Participative Research labOratory for Multimedia ... 
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Contextually-mediated semantic similarity graphs for topic segmentation
[PDF] from aclweb.orgG Ambwani... - Proceedings of TextGraphs-5-2010 Workshop ..., 2010 - dl.acm.org
... We use pointwise mutual information (PMI) as a similarity meas- ure between terms,
but other measures, such as WordNet-based similarity or Wikipedia Miner similarity
(Milne and Witten, 2009), could aug- ment or replace it. ... 
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[PDF] A link-based visual search engine for Wikipedia
[PDF] from waikato.ac.nzDN Milne... - Proceeding of the 11th annual international ..., 2011 - cs.waikato.ac.nz
... 4. MINING WIKIPEDIA'S LINKS The backend of Hopara is built upon the Wikipedia Miner toolkit,
a Java-based API and suite of web services for navigating and making use of the structure and
content of Wikipedia.8 This provides much of the functionality that Hopara depends on ... 
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From natural language definitions to knowledge bases axioms
M Casu... - AI* IA 2011: Artificial Intelligence Around Man and ..., 2011 - Springer
... The second set of sentences comes from WikipediaMiner [10], a web tool that, given Page 5. ...
Overall, we consider 36 sentences from the AttempTo website (ACE sentences); 25 sentences
from WikipediaMiner; 28 sentences from the Mimosa Terminology Dictio- nary. ... 
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[PDF] Human-competitive automatic topic indexing
[PDF] from medelyan.comO Medelyan - 2009 - medelyan.com
... been difficult, the benefits were greater. Thank you, Dave, for being a valuable discussion
partner, a patient co-author, and for building the Wikipedia Miner, the coolest tool on
SourceForge. ... 205 E.3 Wikipedia Miner installation (optional) .... 206 ... 
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Human-competitive tagging using automatic keyphrase extraction
[PDF] from waikato.ac.nzO Medelyan, E Frank... - ... of the 2009 Conference on Empirical ..., 2009 - dl.acm.org
... All Wikipedia-based features are computed using the WikipediaMiner toolkit.2 1. TF×IDF combines
the frequency of a phrase in a particular document with its inverse occurrence frequency in general
use (Salton and McGill, 1983). ... 2 http://wikipedia-miner.sourceforge.net/ 1321 ... 
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[PDF] Automatically extending ne coverage of arabic wordnet using wikipedia
[PDF] from upc.eduM Alkhalifa... - CITALA'09, 2009 - lsi.upc.edu
... Some interesting systems are Waikato's WikipediaMiner toolkit11, U. Alicante's wiki db access12,
Strube and Ponzetto's set of tools13, Iryna Gurevych' JWPL14, etc. 10 http://en.wikipedia.org/
wiki/Wikipedia_database 11 http://wikipedia-miner.sourceforge.net/ 12 http://www.dlsi ... 
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[PDF] Analysis of a machine learning algorithm
[PDF] from emcl-study.euN Macari - 2010 - emcl-study.eu
... word. Due to the complex structure of Wikipedia's page and its content, and to allow
a rapid explo- ration, the Wikipedia Miner Toolkit8 can be used to access and extract
the meanings of a given term from the Wikipedia's content. ... 
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An effective, low-cost measure of semantic relatedness obtained from Wikipedia links
[TXT] from waikato.ac.nzIH Witten... - Proceeding of AAAI Workshop on Wikipedia and ..., 2008 - aaai.org
... WLM in contrast is readily available as part of the open source WikipediaMiner toolkit.1 This
implementation provides measures for the full anchor vocabulary of whatever version of Wikipedia
it is applied to: currently more than 5 million distinct phrases for the English language ... 
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[PDF] Opinion Mining for Song Lyrics
[PDF] from diva-portal.orgH Shu - Norwegian University of Science and Technology ..., 2010 - ntnu.diva-portal.org
... Maui has been developed as a part of Olena Medelyan's PhD project [9]. It combines four
software components Kea [10], Weka [11], Jena [12], and Wikipedia Miner [13] with classes
created specifically for Maui to form a single topic indexing algorithm. ... 
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Completing wikipedia's hyperlink structure through dimensionality reduction
[PDF] from mcgill.caR West, D Precup... - Proceeding of the 18th ACM conference ..., 2009 - dl.acm.org
... The database contains 20 GB of information. To create, fill and access it, we used a Java
toolkit called WikipediaMiner [8], written by David Milne. ... Their code is included in the
WikipediaMiner toolkit [8] and could thus be used as a black box. ... 
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[PDF] Computerunterstützte Tagging-Verfahren für Dokumente im Web
[PDF] from fh-hagenberg.atA Kroiß - 2010 - theses.fh-hagenberg.at
Page 1. Computerunterstützte Tagging-Verfahren für Dokumente im Web Anna Kroiß
DIPLOMARBEIT eingereicht am Fachhochschul-Masterstudiengang Digitale Medien in Hagenberg
im September 2010 Page 2. (c) Copyright 2010 Anna Kroiß Alle Rechte vorbehalten ii Page 3 ... 
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[PDF] Machine-Generated Content: Creating Compelling New Content from Existing Online Sources
[PDF] from ndnichols.comN Nichols - 2010 - ndnichols.com
... (OC+WPED), OpenCalais (OC), WPED and Wikipedia Miner (WMW). 73 ... 
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[PDF] Bedarfsorientierte Gewinnung von Metadaten
[PDF] from fh-potsdam.deJ Hercher - fiz1.fh-potsdam.de
Page 1. Bedarfsorientierte Gewinnung von Metadaten am Beispiel der Online-Artikel eines
IT-Fachverlags Diplomarbeit zur Erlangung des akademischen Grades eines Diplom-Dokumentars
(FH) am Fachbereich Informationswissenschaften im Studiengang Dokumentation ... 
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Automatically suggesting topics for augmenting text documents
[PDF] from mcgill.caR West, D Precup... - Proceedings of the 19th ACM international ..., 2010 - dl.acm.org
... as keyphrase assignment modules. We use Milne and Witten's method [15] because
it outperforms Mihal- cea and Csomai's [12] and because it is publicly available as
part of the WikipediaMiner toolkit [13]. In a nutshell, Milne ... 
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A Wikipedia Based Semantic Graph Model for Topic Tracking in Blogosphere
[PDF] from unsw.edu.auJ Tang, T Wang, Q Lu, J Wang... - Twenty-Second International Joint ..., 2011 - aaai.org
... name entities. For name entity recognition, the well-known NER toolkit published
by [Finkel et al., 2005] is used. To recognize the Wikipedia concepts, the Wikipedia
miner toolkit proposed in [Milne et al., 2008] is used. We also ... 
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Extracting terminology from Wikipedia
[PDF] from ua.esJ Vivaldi Palatresi... - 2011 - rua.ua.es
... table Aux. data Extracting terminology from Wikipedia 67 Page 4. WikipediaMiner toolkit, U.
Alicante's wiki db access, Strube and Ponzetto's set of tools, Hecht, Gergle's wikAPIdia, Iryna
Gurevych' JWPL, etc. We have used this later resource for our research. 3 Methodology ... 
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Extracting terminology from Wikipedia
[PDF] from ujaen.esJ Vivaldi... - Procesamiento de Lenguaje Natural, 2011 - sinai.ujaen.es
... table Aux. data Extracting terminology from Wikipedia 67 Page 4. WikipediaMiner toolkit, U.
Alicante's wiki db access, Strube and Ponzetto's set of tools, Hecht, Gergle's wikAPIdia, Iryna
Gurevych' JWPL, etc. We have used this later resource for our research. 3 Methodology ... 
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L2L (Live to e-Learning): building a consortium-wide lecture capture and delivery service using a digital asset management platform
M Bertazzo, F Fiumana... - Multimedia (ISM), 2010 IEEE ..., 2010 - ieeexplore.ieee.org
... Concept Mapper is built on top of WikipediaMiner a tool that allows using Wikipedia both as a
source of metadata and as a linguistic resource for disambiguating keywords or providing
keywords synonyms (anchors text: the text that users uses to link to a Wikipedia page) and ... 
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[PDF] Improving search result clustering by integrating semantic information from Wikipedia
[PDF] from metu.edu.trCAG CALLI - 2010 - etd.lib.metu.edu.tr
Page 1. Page 2. IMPROVING SEARCH RESULT CLUSTERING BY INTEGRATING SEMANTIC
INFORMATION FROM WIKIPEDIA A THESIS SUBMITTED TO THE GRADUATE SCHOOL OF
NATURAL AND APPLIED SCIENCES OF MIDDLE EAST TECHNICAL UNIVERSITY BY ... 
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[PDF] Poznámkovanie webových stránok
[PDF] from stuba.skJ Ševcech... - fiit.stuba.sk
Page 1. Slovenská technická univerzita v Bratislave FAKULTA INFORMATIKY A INFORMACNÝCH
TECHNOLÓGIÍ FIIT-5212-56312 Jakub Ševcech Poznámkovanie webových stránok Bakalárska
práca Študijný program: Informatika Študijný odbor: 9.2.1 Informatika ... 
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SMEO: a platform for smart classrooms with enhanced information access and operations automation
[PDF] from iiit.ac.inA Jawa, S Datta, S Nanda, V Garg, V Varma... - Smart Spaces and Next ..., 2010 - Springer
... These keywords serve as the 'seed topics' for retrieving other related topics. These topics
are given to Wikipedia Miner [7], a toolkit for navigating and making use of the structure
and content of Wikipedia, to retrieve semantically related topics. ... 
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[PDF] Extracting semantic information from Wikipedia using human computation and dimensionality reduction
[PDF] from mcgill.caR West - 2010 - cs.mcgill.ca
Page 1. Extracting Semantic Information from Wikipedia Using Human Computation
and Dimensionality Reduction Robert West Master of Science School of Computer
Science McGill University Montreal, Quebec 2010-02-15 ... 
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Semantic content filtering with Wikipedia and ontologies
[PDF] from arxiv.orgP Malo, P Siitari, O Ahlgren... - ... (ICDMW), 2010 IEEE ..., 2010 - ieeexplore.ieee.org
... standard document preprocessing tasks. The Wikipedia-based content model was
built using the WikipediaMiner published by Milne et al. [25], which was suitably
modified and integrated into our framework. The named-entity ... 
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Concept-based Text Clustering
[PDF] from waikato.ac.nzL Huang - 2011 - researchcommons.waikato.ac.nz
... My special thanks goes to David Milne and Olena Medelyan, whose enthusiastic and creative
work on exploring Wikipedia for knowledge inspired this research. Especially, thank you, David,
for developing Wikipedia Miner and making it so easy to use. ... 
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Automated Query Learning with Wikipedia and Genetic Programming
[PDF] from arxiv.orgP Malo, P Siitari... - Arxiv preprint arXiv:1012.0841, 2010 - arxiv.org
Page 1. arXiv:1012.0841v1 [cs.AI] 3 Dec 2010 Automated Query Learning with Wikipedia
and Genetic Programming Pekka Malo*, Pyry Siitari, Ankur Sinha Aalto University School
of Economics PO Box 21210, FI-00076 AALTO, FINLAND Abstract ... 
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