Gianluca Demartini, Ph.D.
eXascale
Infolab, University of Fribourg
1700 Fribourg
Switzerland
Office: +41 26 300 8351
Mobile:
+39 349 5119466
Dr. Gianluca Demartini is a post-doctoral researcher at the
Department of Computer Science of the University of Fribourg,
Switzerland. Previously, he was visiting researcher at UC
Berkeley, junior researcher at the L3S
Research Center, and intern at Yahoo! Research.
His research
interests include Web Information
Retrieval, Semantic Web, and Knowledge Management. His Ph.D. work
focused on Entity Retrieval. He has published more than 40
peer-reviewed scientific publications and given tutorials
about Entity Retrieval and Crowdsourcing at research conferences.
Publication List
2013
- Djellel Eddine Difallah, Gianluca Demartini, and Philippe Cudré-Mauroux. Pick-A-Crowd: Tell Me What You Like, and I'll Tell You What to Do.
In: 22nd International Conference on World Wide Web (WWW 2013), Rio de Janeiro, Brazil, May
2013. [pdf]
- Roman Prokofyev, Gianluca Demartini, Philippe Cudré-Mauroux, Alexey Boyarsky, and Oleg Ruchayskiy. Ontology-Based Word Sense Disambiguation in the Scientific Domain.
In: 35th European Conference on Information Retrieval (ECIR 2013), Moscow,
Russia, March
2013. [pdf]
- Gianluca Demartini, Beth Trushkowsky, Tim Kraska, and Michael Franklin. CrowdQ: Crowdsourced Query Understanding.
In: 6th Biennial Conference on Innovative Data Systems Research (CIDR 2013) , Asilomar, California, January
2013. [pdf]
- Gianluca Demartini, Iliya
Enchev, Joël Gapany, and Philippe Cudré-Mauroux. The Bowlogna Ontology:
Fostering Open Curricula and Agile Knowledge Bases for Europe's
Higher Education Landscape.
In: Semantic Web - Interoperability, Usability, Applicability. 4(1): 53-63, IOS Press, January 2013 .
[pdf]
2012
- Roman Prokofyev, Alexey Boyarsky, Oleg Ruchayskiy, Karl Aberer, Gianluca Demartini, and Philippe Cudré-Mauroux. Tag Recommendation for Large-Scale Ontology-Based Information Systems.
In: 11th International Semantic Web Conference (ISWC 2012 - Evaluations and Experiments Track), Boston, MA, USA, November
2012.
[pdf] - Gianluca Demartini, Iliya
Enchev, Marcin Wylot, Joël Gapany, and Philippe Cudré-Mauroux. BowlognaBench-Benchmarking RDF Analytics. In: Data-Driven Process Discovery and Analysis, Lecture Notes in Business Information Processing, Vol. 116, October
2012.
- Alberto Tonon, Gianluca Demartini, and Philippe Cudré-Mauroux. Combining Inverted Indices and Structured Search for Ad-hoc Object Retrieval.
In: 35th Annual ACM SIGIR Conference (SIGIR 2012), Portland, Oregon, USA, August
2012.
[pdf] - Philippe Cudré-Mauroux, Gianluca Demartini, Iliya Enchev, Christophe Guéret, and Benoit Perroud. Downscaling Entity Registries for Ad-Hoc Environments.
In: First International Workshop on Downscaling the Semantic Web co-located with the 9th Extended Semantic Web conference, Heraklion, Greece, May
2012.
[pdf] - Gianluca Demartini, Djellel Eddine Difallah, and Philippe Cudré-Mauroux. ZenCrowd: Leveraging Probabilistic Reasoning and Crowdsourcing Techniques for Large-Scale Entity Linking.
In: 21st International Conference on World Wide Web (WWW 2012), Lyon, France, April
2012.
[pdf] - Djellel Eddine Difallah, Gianluca Demartini, and Philippe Cudré-Mauroux. Mechanical Cheat: Spamming Schemes and Adversarial Techniques on Crowdsourcing Platforms.
In: The First International Workshop on Crowdsourcing Web search (CrowdSearch 2012) at WWW 2012, Lyon, France, April
2012.
[pdf] - Julien Gaugaz, Patrick Siehndel, Gianluca Demartini, Tereza Iofciu, Mihai Georgescu, and Nicola Henze. Predicting the Future Impact of News Events.
In: 34th European Conference on Information Retrieval (ECIR 2012), Barcelona,
Spain, April
2012.
[pdf]
2011
- Karl Aberer, Alexey Boyarsky, Philippe Cudré-Mauroux,
Gianluca Demartini, and Oleg Ruchayskiy. An Integrated Socio-Technical Crowdsourcing Platform for Accelerating Returns in eScience.
In: 10th International Semantic Web Conference (ISWC 2011 - Outrageous Ideas), Bonn,
Germany, October
2011. 2nd most Outrageous Idea.
[pdf] [vid] Share - Karl Aberer, Alexey Boyarsky, Philippe Cudré-Mauroux,
Gianluca Demartini, and Oleg Ruchayskiy. ScienceWISE: A Web-based Interactive Semantic Platform for Scientific Collaboration.
In: 10th International Semantic Web Conference (ISWC 2011 - Demo), Bonn,
Germany, October
2011. Best Demo Award.
[pdf] Share - Philippe Cudré-Mauroux,
Gianluca Demartini, Djellel Eddine Difallah, Ahmed Elsayed Mostafa, Vincenzo Russo,
and Matthew Thomas. A Demonstration of DNS3: a Semantic-Aware DNS Service.
In: 10th International Semantic Web Conference (ISWC 2011 - Demo), Bonn,
Germany, October
2011.
[pdf] Share - Gianluca Demartini, Iliya
Enchev, Joël Gapany, and Philippe Cudré-Mauroux. BowlognaBench-Benchmarking RDF Analytics. In: First
International Symposium on Data-driven Process Discovery and
Analysis (SIMPDA 2011), Campione
d'Italia, Italy, June
2011.
[pdf] Share - Gianluca Demartini. From People to Entities: Typed Search in the Enterprise and the Web. In: SIGIR Fourm, June, 2011, Volume 45 Number 1, pp 73.
[pdf] Share - Gianluca Demartini, Stefan Siersdorfer, Sergiu
Chelaru, and Wolfgang Nejdl. Analyzing
Political Trends in the Blogosphere. In: Fifth
International AAAI Conference on Weblogs and Social Media (ICWSM
2011), Barcelona, Spain, July 2011.
[pdf] Share - Ralf Krestel, Gianluca Demartini, and Eelco Herder.
Visual Interfaces for Stimulating
Exploratory Search. In: ACM/IEEE Joint Conference
on Digital Libraries (JCDL 2011), Ottawa, Canada, June
2011.
[pdf] Share - Tereza Iofciu, Gianluca Demartini, Nick Craswell,
and Arjen P. de Vries. ReFER:
effective Relevance Feedback for Entity Ranking. In: 33rd European Conference on Information Retrieval (ECIR 2011), Dublin, Ireland, April 2011.
[pdf] Share - Gianluca Demartini. ARES:
A Retrieval Engine based on Sentiments - Sentiment-based Search
Result Annotation and Diversification. In: 33rd
European Conference on Information Retrieval (ECIR 2011 - Demo), Dublin, Ireland, April 2011.
[pdf] Share
2010
-
George Papadakis, Gianluca Demartini, Philipp Kärger, and Peter Fankhauser.
The Missing Links: Discovering Hidden Same-as Links among a Billion of Triples.
In: The 12th International Conference on Information Integration and Web-based Applications & Services (iiWAS2010),
Paris, France,
November, 2010.
[pdf] Share -
Gianluca Demartini, Malik Muhammad Saad Missen, Roi Blanco, and Hugo Zaragoza.
TAER: Time Aware Entity Retrieval.
In: The 19th ACM International Conference on Information and Knowledge Management (CIKM 2010),
Toronto, Canada,
October, 2010.
[pdf] Share -
Bodo Billerbeck, Gianluca Demartini, Claudiu S. Firan, Tereza Iofciu, and Ralf Krestel.
Ranking Entities Using Web Search Query Logs.
In: 14th European Conference on Research and Advanced Technology for Digital Libraries (ECDL 2010),
Glasgow, Scotland,
September, 2010.
[pdf] Share -
Gianluca Demartini, Claudiu S. Firan, Tereza Iofciu, Ralf Krestel, and Wolfgang Nejdl.
Why Finding Entities in Wikipedia is Difficult, Sometimes.
In: "Information Retrieval" 13(5): 534-567, Special Issue on Focused Retrieval and Result Aggregation,
Springer,
October, 2010.
[pdf] Share -
Gianluca Demartini, Malik Muhammad Saad Missen, Roi Blanco, and Hugo Zaragoza.
Entity Summarization of News Articles.
In: 33rd Annual ACM SIGIR Conference (SIGIR 2010 poster session),
Geneva, Switzerland,
July, 2010.
[pdf] Share -
Bodo Billerbeck, Gianluca Demartini, Claudiu S. Firan, Tereza Iofciu, and Ralf Krestel.
Exploiting Click-Through Data for Entity Retrieval.
In: 33rd Annual ACM SIGIR Conference (SIGIR 2010 poster session),
Geneva, Switzerland,
July, 2010.
[pdf] Share -
T. Beckers, P. Bellot, G. Demartini, L. Denoyer, C.M. De Vries, A. Doucet, K.N. Fachry, N. Fuhr, P. Gallinari, S. Geva, W.-C. Huang, T. Iofciu, J. Kamps, G. Kazai, M. Koolen, S. Kutty, M. Landoni, M. Lehtonen, V. Moriceau, R. Nayak, R. Nordlie, N. Pharo, E. San Juan, R. Schenkel, X. Tannier, M. Theobald, J.A. Thom, A. Trotman and A.P. de Vries.
Report on INEX 2009. In: SIGIR Fourm,
June, 2010, Volume 44 Number 1, pp 38-56.
[pdf] Share -
Gianluca Demartini and Stefan Siersdorfer.
Dear Search Engine: What's your opinion about...? - Sentiment Analysis for Semantic Enrichment of Web Search Results.
In: Semantic Search 2010 Workshop located at the 19th Int. World Wide Web Conference WWW2010,
Raleigh, NC, USA,
April, 2010.
[pdf] [vid] Share -
Enrico Minack, Raluca Paiu, Stefania Costache, Gianluca Demartini, Julien Gaugaz, Ekaterini Ioannou, Paul-Alexandru Chirita, and Wolfgang Nejdl.
Leveraging Personal Metadata for Desktop Search: The Beagle++ System.
In: "Journal of Web Semantics" 8(1): 37-54,
Elsevier,
March, 2010.
[pdf] [bib] Share
2009
-
Gianluca Demartini, Tereza Iofciu, and Arjen P. de Vries.
Overview of the INEX 2009 Entity Ranking Track.
In: 8th International Workshop of the Initiative for the Evaluation of XML Retrieval, INEX 2009
Brisbane, Australia,
December, 2009.
[pdf] Share -
Enrico Minack, Gianluca Demartini, and Wolfgang Nejdl.
Current Approaches to Search Result Diversification.
In: "1st International Workshop on Living Web: Making Web Diversity a true asset" at ISWC 2009,
Washington DC, USA,
October, 2009.
[pdf] Share -
Gianluca Demartini, Claudiu S. Firan, Mihai Georgescu, Tereza Iofciu, Ralf Krestel, and Wolfgang Nejdl.
An Architecture for Finding Entities on the Web.
In: 7th Latin American Web Congress (LA-WEB 2009), Mérida,
Yucatan, México,
November, 2009.
3rd Best Paper Award.
[pdf] [bib] Share -
Tereza Iofciu and Gianluca Demartini.
Time based Tag Recommendation using Direct and Extended Users Sets.
In: ECML PKDD Discovery Challenge 2009,
Bled, Slovenia,
September, 2009.
[pdf] Share -
Gianluca Demartini, Ludovic Denoyer, Antoine Doucet, Khairun Nisa Fachry, Patrick Gallinari, Shlomo Geva, Wei-Che Huang, Tereza Iofciu, Jaap Kamps, Gabriella Kazai, Marijn Koolen, Monica Landoni, Ragnar Nordlie, Nils Pharo, Ralf Schenkel, Martin Theobald, Andrew Trotman, Arjen P. de Vries, Alan Woodley, Jianhan Zhu.
Report on INEX 2008.
In: SIGIR Fourm,
June, 2009, Volume 43 Number 1, pp 22-28.
[pdf] Share -
Julien Gaugaz, Jakub Zakrzewski, Gianluca Demartini, and Wolfgang Nejdl.
How to Trace and Revise Identities.
In: 6th Annual European Semantic Web Conference (ESWC2009),
Heraklion, Greece,
June, 2009.
[pdf ] [bib] Share -
Gianluca Demartini, Julien Gaugaz, and Wolfgang Nejdl.
A Vector Space Model for Ranking Entities and Its Application to Expert Search.
In: 31st European Conference on Information Retrieval (ECIR 2009),
Toulouse, France,
April, 2009.
[pdf] [bib] Share
2008
-
Gianluca Demartini, Arjen P. de Vries, Tereza Iofciu, and Jianhan Zhu.
Overview of the INEX 2008 Entity Ranking Track.
In: 7th International Workshop of the Initiative for the Evaluation of XML Retrieval, INEX 2008,
Dagstuhl Castle, Germany,
December, 2008.
[pdf] [bib] Share -
Nick Craswell, Gianluca Demartini, Julien Gaugaz, and Tereza Iofciu.
L3S at INEX 2008: Retrieving Entities using Structured Information.
In: 7th International Workshop of the Initiative for the Evaluation of XML Retrieval, INEX 2008
Dagstuhl Castle, Germany,
December, 2008.
[pdf] [bib] Share -
Rodolfo Stecher, Gianluca Demartini, and Claudia Niederée.
Social Recommendations of Content and Metadata.
In: 10th International Conference on Information Integration and Web-based Applications & Services (iiWAS2008),
Linz, Austria,
November, 2008.
[pdf] [bib] Share -
Gianluca Demartini and Claudia Niederée.
Finding Experts on the Semantic Desktop.
In: Personal Identification and Collaborations: Knowledge Mediation and Extraction (PICKME 2008) Workshop at ISWC 2008,
Karlsruhe, Germany,
October, 2008.
[pdf] Share -
Gianluca Demartini, Claudiu S. Firan, Tereza Iofciu, Ralf Krestel, and Wolfgang Nejdl.
A Model for Ranking Entities and Its Application to Wikipedia.
In: 6th Latin American Web Congress (LA-WEB 2008),
Vila Velha, Espirito Santo, Brasil,
October, 2008.
[pdf] [bib] Share -
Gianluca Demartini, Claudiu S. Firan, Tereza Iofciu, and Wolfgang Nejdl.
Semantically Enhanced Entity Ranking.
In: The Ninth International Conference on Web Information Systems Engineering (WISE 2008),
Auckland, New Zealand,
September, 2008.
[pdf] [bib] Share -
Jianhan Zhu, Arjen P. de Vries, Gianluca Demartini, and Tereza Iofciu.
Evaluating Relation Retrieval for Entities and Experts.
In: Future Challenges in Expertise Retrieval (fCHER 2008), SIGIR 2008 Workshop,
Singapore,
July, 2008.
[pdf] Share -
Julien Gaugaz and Gianluca Demartini.
Entity Identifiers for Lineage Preservation.
In: 1st international workshop on Identity and Reference on the Semantic Web (IRSW2008) hosted by the 5th European Semantic Web Conference ESWC-08,
Tenerife, Spain,
June, 2008.
[pdf] [bib] Share -
Gianluca Demartini.
Comparing People in the Enterprise.
In: 10th International Conference on Enterprise Information Systems, ICEIS 2008,
Barcelona, Spain,
June, 2008.
[bib] -
Gianluca Demartini.
How Many Experts? - A New Task for Enterprise Search Evaluation.
In: Workshop on Novel Methodologies for Evaluation in Information Retrieval at the 30th European Conference on IR Research, ECIR 2008,
Glasgow, Scotland,
April, 2008.
[pdf] Share -
Gianluca Demartini, Paul-Alexandru Chirita, Ingo Brunkhorst, and Wolfgang Nejdl.
Ranking Categories for Web Search.
In: Advances in Information Retrieval, 30th European Conference on IR Research, ECIR 2008,
Glasgow, Scotland,
April, 2008.
[pdf] [bib] Share -
Sergey Chernov, Gianluca Demartini, Eelco Herder, Michał Kopycki, and Wolfgang Nejdl.
Evaluating Personal Information Management Using an Activity Logs Enriched Desktop Dataset.
In: "Personal Information Management Workshop at CHI 2008" PIM 2008,
Florence, Italy,
April, 2008.
[pdf] Share
2007
-
Gianluca Demartini, Claudiu S.Firan, and Tereza Iofciu.
L3S at INEX 2007: Query Expansion for Entity Ranking Using a Highly Accurate Ontology.
In: "Focused Access to XML Documents", 6th International Workshop of the Initiative for the Evaluation of XML Retrieval, INEX 2007,
Dagstuhl Castle, Germany,
December, 2007.
Selected Papers.
[pdf] [bib] Share -
Gianluca Demartini.
Finding Experts Using Wikipedia.
In: "Finding Experts on the Web with Semantics Workshop at ISWC 2007 + ASWC 2007" FEWS 2007,
Busan, South Korea,
November, 2007.
[pdf] [bib] Share -
Gianluca Demartini.
Leveraging Semantic Technologies for Enterprise Search.
In: "First Ph.D. Workshop in CIKM" PIKM 2007,
Lisboa, Portugal,
November, 2007.
[pdf] [bib] Share -
Sergey Chernov, Pavel Serdyukov, Paul-Alexandru Chirita, Gianluca Demartini, and Wolfgang Nejdl.
Building a Desktop Search Test-bed.
In: Advances in Information Retrieval, 29th European Conference on IR Research, ECIR 2007,
Rome, Italy,
April, 2007. LNCS 4425, pp. 686-690.
[pdf] [bib] Share -
Sergey Chernov, Gianluca Demartini, and Julien Gaugaz.
L3S Research Center at TREC 2006 Enterprise Track.
In: The Fifteen Text REtrieval Conference Proceedings (TREC 2006)
[pdf] Share
2006
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Vincenzo Della Mea, Gianluca Demartini, Luca Di Gaspero, and Stefano Mizzaro.
Measuring Retrieval Effectiveness with Average Distance Measure (ADM).
Information Wissenschaft und Praxis, 57(8):433-443, 2006.
[pdf] [bib] Share -
Gianluca Demartini and Stefano Mizzaro.
A Classification of IR Effectiveness Metrics.
In: Advances in Information Retrieval, 28th European Conference on IR Research, ECIR 2006,
London, UK,
April, 2006. LNCS 3936, pp. 488-491.
[pdf] [bib] Share -
Vincenzo Della Mea, Gianluca Demartini, Luca Di Gaspero, and Stefano Mizzaro.
Experiments on Average Distance Measure.
In: Advances in Information Retrieval, 28th European Conference on IR Research, ECIR 2006,
London, UK,
April, 2006. LNCS 3936, pp. 492-495.
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