2023

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Learning to Quantify
Andrea Esuli | Alessandro Fabris | Alejandro Moreo | Fabrizio Sebastiani
2023 Volume 47

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Syllabic quantity patterns as rhythmic features for Latin authorship attribution
Silvia Corbara | Alejandro Moreo | Fabrizio Sebastiani
2023 Volume 74 Issue 1

2022

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Report on the 13th Conference and Labs of the Evaluation Forum (CLEF 2022): Experimental IR Meets Multilinguality, Multimodality, and Interaction
Alberto Barrón-Cedeño | Giovanni Da San Martino | Mirko Degli Esposti | Guglielmo Faggioli | Nicola Ferro | Allan Hanbury | Craig Macdonald | Gabriella Pasi | Martin Potthast | Fabrizio Sebastiani
2022 Volume 56 Issue 2

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A Detailed Overview of LeQua@CLEF 2022: Learning to Quantify
Andrea Esuli | Alejandro Moreo | Fabrizio Sebastiani | Gianluca Sperduti
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to - 8th, 2022

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A Concise Overview of LeQua@CLEF 2022: Learning to Quantify
Andrea Esuli | Alejandro Moreo | Fabrizio Sebastiani | Gianluca Sperduti
Experimental IR Meets Multilinguality, Multimodality, and Interaction - 13th International Conference of the CLEF Association, CLEF 2022, Bologna, Italy, September 5-8, 2022, Proceedings

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Experimental IR Meets Multilinguality, Multimodality, and Interaction - 13th International Conference of the CLEF Association, CLEF 2022, Bologna, Italy, September 5-8, 2022, Proceedings

Experimental IR Meets Multilinguality, Multimodality, and Interaction - 13th International Conference of the CLEF Association, CLEF 2022, Bologna, Italy, September 5-8, 2022, Proceedings

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LeQua@CLEF2022: Learning to Quantify
Andrea Esuli | Alejandro Moreo | Fabrizio Sebastiani
Advances in Information Retrieval - 44th European Conference on IR Research, ECIR 2022, Stavanger, Norway, April 10-14, 2022, Proceedings, Part II

2021

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Report on the 43rd european conference on information retrieval (ECIR 2021)
Raffaele Perego | Fabrizio Sebastiani
2021 Volume 55 Issue 1

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A Critical Reassessment of the Saerens-Latinne-Decaestecker Algorithm for Posterior Probability Adjustment
Andrea Esuli | Alessio Molinari | Fabrizio Sebastiani
2021 Volume 39 Issue 2

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QuaPy: A Publicly Available Python-Based Software Library for Quantification
Alejandro Moreo | Andrea Esuli | Fabrizio Sebastiani
Proceedings of the CIKM 2021 Workshops co-located with 30th ACM International Conference on Information and Knowledge Management (CIKM 2021), Gold Coast, Queensland, Australia, November 1-5, 2021

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LeQua @ CLEF 2022: A Shared Task for Evaluating Quantification Systems
Andrea Esuli | Alejandro Moreo | Fabrizio Sebastiani
Proceedings of the CIKM 2021 Workshops co-located with 30th ACM International Conference on Information and Knowledge Management (CIKM 2021), Gold Coast, Queensland, Australia, November 1-5, 2021

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Generalized Funnelling: Ensemble Learning and Heterogeneous Document Embeddings for Cross-Lingual Text Classification
Andrea Pedrotti | Fabrizio Sebastiani | Alejandro Moreo
Proceedings of the 11th Italian Information Retrieval Workshop 2021, Bari, Italy, September 13-15, 2021

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Garbled-Word Embeddings for Jumbled Text
Gianluca Sperduti | Alejandro Moreo | Fabrizio Sebastiani
Proceedings of the 11th Italian Information Retrieval Workshop 2021, Bari, Italy, September 13-15, 2021

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Learning to Quantify: Methods and Applications (LQ 2021)
Juan José del Coz | Pablo González | Alejandro Moreo | Fabrizio Sebastiani
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

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QuaPy: A Python-Based Framework for Quantification
Alejandro Moreo | Andrea Esuli | Fabrizio Sebastiani
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

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Re-assessing the "Classify and Count" Quantification Method
Alejandro Moreo | Fabrizio Sebastiani
Advances in Information Retrieval - 43rd European Conference on IR Research, ECIR 2021, Virtual Event, March 28 - April 1, 2021, Proceedings, Part II

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Advances in Information Retrieval - 43rd European Conference on IR Research, ECIR 2021, Virtual Event, March 28 - April 1, 2021, Proceedings, Part II

Advances in Information Retrieval - 43rd European Conference on IR Research, ECIR 2021, Virtual Event, March 28 - April 1, 2021, Proceedings, Part II

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Advances in Information Retrieval - 43rd European Conference on IR Research, ECIR 2021, Virtual Event, March 28 - April 1, 2021, Proceedings, Part I

Advances in Information Retrieval - 43rd European Conference on IR Research, ECIR 2021, Virtual Event, March 28 - April 1, 2021, Proceedings, Part I

2020

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Transitioning the information retrieval literature to a fully open access model
Djoerd Hiemstra | Marie-Francine Moens | Raffaele Perego | Fabrizio Sebastiani
2020 Volume 54 Issue 1

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Report on the 2nd ACM SIGIR/SIGKDD Africa school on machine learning for data mining and search
Tanya Y. Berger-Wolf | Ben Carterette | Tamer Elsayed | C. Maria Keet | Fabrizio Sebastiani | Hussein Suleman
2020 Volume 54 Issue 1

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Evaluation measures for quantification: an axiomatic approach
Fabrizio Sebastiani
2020 Volume 23 Issue 3

2019

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Jointly Minimizing the Expected Costs of Review for Responsiveness and Privilege in E-Discovery
Douglas W. Oard | Fabrizio Sebastiani | Jyothi Keshavan Vinjumur
2019 Volume 37 Issue 1

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Funnelling: A New Ensemble Method for Heterogeneous Transfer Learning and Its Application to Cross-Lingual Text Classification
Andrea Esuli | Alejandro Moreo | Fabrizio Sebastiani
2019 Volume 37 Issue 3

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Learning to Quantify: Estimating Class Prevalence via Supervised Learning
Alejandro Moreo | Fabrizio Sebastiani
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019

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Evaluating Variable-Length Multiple-Option Lists in Chatbots and Mobile Search
Pepa Atanasova | Georgi Karadzhov | Yasen Kiprov | Preslav Nakov | Fabrizio Sebastiani
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019

2018

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Proceedings of the 2018 ACM SIGIR International Conference on Theory of Information Retrieval, ICTIR 2018, Tianjin, China, September 14-17, 2018

Proceedings of the 2018 ACM SIGIR International Conference on Theory of Information Retrieval, ICTIR 2018, Tianjin, China, September 14-17, 2018

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A Recurrent Neural Network for Sentiment Quantification
Andrea Esuli | Alejandro Moreo Fernández | Fabrizio Sebastiani
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

2016

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Transductive Distributional Correspondence Indexing for Cross-Domain Topic Classification
Alejandro Moreo Fernández | Andrea Esuli | Fabrizio Sebastiani
Proceedings of the 7th Italian Information Retrieval Workshop, Venezia, Italy, May 30-31, 2016

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Ordinal Text Quantification
Giovanni Da San Martino | Wei Gao | Fabrizio Sebastiani
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy, July 17-21, 2016

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Distributional Random Oversampling for Imbalanced Text Classification
Alejandro Moreo | Andrea Esuli | Fabrizio Sebastiani
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy, July 17-21, 2016

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Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy, July 17-21, 2016

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy, July 17-21, 2016

2015

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Proceedings of the 6th Italian Information Retrieval Workshop, Cagliari, Italy, May 25-26, 2015

Proceedings of the 6th Italian Information Retrieval Workshop, Cagliari, Italy, May 25-26, 2015

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An Axiomatically Derived Measure for the Evaluation of Classification Algorithms
Fabrizio Sebastiani
Proceedings of the 2015 International Conference on The Theory of Information Retrieval, ICTIR 2015, Northampton, Massachusetts, USA, September 27-30, 2015

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Semi-Automated Text Classification for Sensitivity Identification
Giacomo Berardi | Andrea Esuli | Craig Macdonald | Iadh Ounis | Fabrizio Sebastiani
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, CIKM 2015, Melbourne, VIC, Australia, October 19 - 23, 2015

2014

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Text Quantification
Fabrizio Sebastiani
Advances in Information Retrieval - 36th European Conference on IR Research, ECIR 2014, Amsterdam, The Netherlands, April 13-16, 2014. Proceedings

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Hierarchical Multi-label Conditional Random Fields for Aspect-Oriented Opinion Mining
Diego Marcheggiani | Oscar Täckström | Andrea Esuli | Fabrizio Sebastiani
Advances in Information Retrieval - 36th European Conference on IR Research, ECIR 2014, Amsterdam, The Netherlands, April 13-16, 2014. Proceedings

2013

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Improving Text Classification Accuracy by Training Label Cleaning
Andrea Esuli | Fabrizio Sebastiani
2013 Volume 31 Issue 4

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Proceedings of the 4th Italian Information Retrieval Workshop, Pisa, Italy, January 16-17, 2013

Proceedings of the 4th Italian Information Retrieval Workshop, Pisa, Italy, January 16-17, 2013

2012

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A utility-theoretic ranking method for semi-automated text classification
Giacomo Berardi | Andrea Esuli | Fabrizio Sebastiani
The 35th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '12, Portland, OR, USA, August 12-16, 2012

2011

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Publishing survey articles on information retrieval topics
Douglas W. Oard | Fabrizio Sebastiani | Jonathan Furner | Gary Marchionini
2011 Volume 45 Issue 1

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Using Micro-Documents for Feature Selection: The Case of Ordinal Text Classification
Stefano Baccianella | Andrea Esuli | Fabrizio Sebastiani
Proceedings of the 2nd Italian Information Retrieval (IIR) Workshop, Milan, Italy, January 27-28, 2011

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Blog Distillation via Sentiment-Sensitive Link Analysis
Giacomo Berardi | Andrea Esuli | Fabrizio Sebastiani | Fabrizio Silvestri
Proceedings of the 2nd Italian Information Retrieval (IIR) Workshop, Milan, Italy, January 27-28, 2011

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String Processing and Information Retrieval, 18th International Symposium, SPIRE 2011, Pisa, Italy, October 17-21, 2011. Proceedings

String Processing and Information Retrieval, 18th International Symposium, SPIRE 2011, Pisa, Italy, October 17-21, 2011. Proceedings

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ISTI@TREC Microblog Track 2011: Exploring the Use of Hashtag Segmentation and Text Quality Ranking
Giacomo Berardi | Andrea Esuli | Diego Marcheggiani | Fabrizio Sebastiani
Proceedings of The Twentieth Text REtrieval Conference, TREC 2011, Gaithersburg, Maryland, USA, November 15-18, 2011

2010

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Selecting negative examples for hierarchical text classification: An experimental comparison
Tiziano Fagni | Fabrizio Sebastiani
2010 Volume 61 Issue 11

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Sentence-Based Active Learning Strategies for Information Extraction
Andrea Esuli | Diego Marcheggiani | Fabrizio Sebastiani
IIR 2010 - Proceedings of the First Italian Information Retrieval Workshop, Padua, Italy, January 27-28, 2010

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Selecting Features for Ordinal Text Classification
Stefano Baccianella | Andrea Esuli | Fabrizio Sebastiani
IIR 2010 - Proceedings of the First Italian Information Retrieval Workshop, Padua, Italy, January 27-28, 2010

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Evaluating Information Extraction
Andrea Esuli | Fabrizio Sebastiani
Multilingual and Multimodal Information Access Evaluation, International Conference of the Cross-Language Evaluation Forum, CLEF 2010, Padua, Italy, September 20-23, 2010. Proceedings

2009

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Preferential text classification: learning algorithms and evaluation measures
Fabio Aiolli | Riccardo Cardin | Fabrizio Sebastiani | Alessandro Sperduti
2009 Volume 12 Issue 5

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Training Data Cleaning for Text Classification
Andrea Esuli | Fabrizio Sebastiani
Advances in Information Retrieval Theory, Second International Conference on the Theory of Information Retrieval, ICTIR 2009, Cambridge, UK, September 10-12, 2009, Proceedings

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Encoding Ordinal Features into Binary Features for Text Classification
Andrea Esuli | Fabrizio Sebastiani
Advances in Information Retrieval, 31th European Conference on IR Research, ECIR 2009, Toulouse, France, April 6-9, 2009. Proceedings

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Multi-facet Rating of Product Reviews
Stefano Baccianella | Andrea Esuli | Fabrizio Sebastiani
Advances in Information Retrieval, 31th European Conference on IR Research, ECIR 2009, Toulouse, France, April 6-9, 2009. Proceedings

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Active Learning Strategies for Multi-Label Text Classification
Andrea Esuli | Fabrizio Sebastiani
Advances in Information Retrieval, 31th European Conference on IR Research, ECIR 2009, Toulouse, France, April 6-9, 2009. Proceedings

2008

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Boosting multi-label hierarchical text categorization
Andrea Esuli | Tiziano Fagni | Fabrizio Sebastiani
2008 Volume 11 Issue 4

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Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2008, Singapore, July 20-24, 2008

Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2008, Singapore, July 20-24, 2008

2006

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Cluster Generation and Cluster Labelling for Web Snippets: A Fast and Accurate Hierarchical Solution
Filippo Geraci | Marco Pellegrini | Marco Maggini | Fabrizio Sebastiani
String Processing and Information Retrieval, 13th International Conference, SPIRE 2006, Glasgow, UK, October 11-13, 2006, Proceedings

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TreeBoost.MH: A Boosting Algorithm for Multi-label Hierarchical Text Categorization
Andrea Esuli | Tiziano Fagni | Fabrizio Sebastiani
String Processing and Information Retrieval, 13th International Conference, SPIRE 2006, Glasgow, UK, October 11-13, 2006, Proceedings

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MP-Boost: A Multiple-Pivot Boosting Algorithm and Its Application to Text Categorization
Andrea Esuli | Tiziano Fagni | Fabrizio Sebastiani
String Processing and Information Retrieval, 13th International Conference, SPIRE 2006, Glasgow, UK, October 11-13, 2006, Proceedings

2005

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An analysis of the relative hardness of Reuters-21578 subsets
Franca Debole | Fabrizio Sebastiani
2005 Volume 56 Issue 6

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Determining the semantic orientation of terms through gloss classification
Andrea Esuli | Fabrizio Sebastiani
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31 - November 5, 2005

2004

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Introduction: Special Issue on the 25th European Conference on Information Retrieval Research
Fabrizio Sebastiani
2004 Volume 7 Issue 3-4

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Distributional term representations: an experimental comparison
Alberto Lavelli | Fabrizio Sebastiani | Roberto Zanoli
Proceedings of the 2004 ACM CIKM International Conference on Information and Knowledge Management, Washington, DC, USA, November 8-13, 2004

2003

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Report on the 25th European conference on information retrieval research (ECIR-03)
Fabrizio Sebastiani
2003 Volume 37 Issue 2

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Automating survey coding by multiclass text categorization techniques
Daniela Giorgetti | Fabrizio Sebastiani
2003 Volume 54 Issue 14

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Discretizing Continuous Attributes in AdaBoost for Text Categorization
Pio Nardiello | Fabrizio Sebastiani | Alessandro Sperduti
Advances in Information Retrieval, 25th European Conference on IR Research, ECIR 2003, Pisa, Italy, April 14-16, 2003, Proceedings

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Advances in Information Retrieval, 25th European Conference on IR Research, ECIR 2003, Pisa, Italy, April 14-16, 2003, Proceedings

Advances in Information Retrieval, 25th European Conference on IR Research, ECIR 2003, Pisa, Italy, April 14-16, 2003, Proceedings

2002

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Report on the workshop on Operational Text Classification Systems (OTC-02)
Susan T. Dumais | David D. Lewis | Fabrizio Sebastiani
2002 Volume 36 Issue 2

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Building thematic lexical resources by term categorization
Alberto Lavelli | Bernardo Magnini | Fabrizio Sebastiani
SIGIR 2002: Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, August 11-15, 2002, Tampere, Finland

2001

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Report on the Workshop on Operational Text Classification systems (OTC-01)
David D. Lewis | Fabrizio Sebastiani
2001 Volume 35 Issue 2

2000

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An Improved Boosting Algorithm and its Application to Text Categorization
Fabrizio Sebastiani | Alessandro Sperduti | Nicola Valdambrini
Proceedings of the 2000 ACM CIKM International Conference on Information and Knowledge Management, McLean, VA, USA, November 6-11, 2000

1998

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Trends in ... a Critical Review: On the Role of Logic in Information Retrieval
Fabrizio Sebastiani
1998 Volume 34 Issue 1

1994

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A Probabilistic Terminological Logic for Modelling Information Retrieval
Fabrizio Sebastiani
Proceedings of the 17th Annual International ACM-SIGIR Conference on Research and Development in Information Retrieval. Dublin, Ireland, 3-6 July 1994 (Special Issue of the SIGIR Forum)

1993

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A Model of Information Retrieval Based on a Terminological Logic
Carlo Meghini | Fabrizio Sebastiani | Umberto Straccia | Costantino Thanos
Proceedings of the 16th Annual International ACM-SIGIR Conference on Research and Development in Information Retrieval. Pittsburgh, PA, USA, June 27 - July 1, 1993

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