PERSONAL INFORMATION

Last Name, First Name Gasparetti, Fabio
Nationality: Italian
ORCID: 0000-0003-0263-531X
Scopus author ID: 6506843445
Mailto: gaspare@dia.uniroma3.it
Home URL: ai-lab-03.dia.uniroma3.it
Phone: +39 06 5733 3212 +++ Fax: +39 06 5733 3612
Skype: gaspare@dia.uniroma3.it
Work address: Artificial Intelligence Laboratory
Department of Engineering
Roma Tre University
Via della Vasca Navale 79
00146 Rome, Italy

EDUCATION

2005

Research doctorate (equivalent to Ph.D.)

Department of Computer Science and Automation,

Faculty of Engineering - Roma Tre University, Italy

Supervised by Prof. Alessandro Micarelli

Granted on 21 June 2005

2001

Laurea Degree (equivalent to Post-secondary academic degree)

Faculty of Engineering - Roma Tre University, Italy

Granted on 28 September 2001

CURRENT POSITION

2019–2022

Associate Professor

Department of Engineering, Roma Tre University

From 1 February 2022

ACADEMIC QUALIFICATIONS

2018–2024

Italian “Abilitazione Scientifica Nazionale” (National Academic Qualification) as Associate Professor in “Sistemi di Elaborazione delle Informazioni” (Information Processing Systems) - 09/H1

From 30 March 2018

PREVIOUS POSITIONS

2019–2022

“Ricercatore a Tempo Determinato” RTDb (Research fellow on tenure track)

Department of Engineering, Roma Tre University

From 1 February 2019 to 31 January 2022

2016–2019

“Assegnista di Ricerca” (Italian Postdoctoral fellowship)

Department of Engineering - Roma Tre University

From 1 June 2016 to 31 January 2019

2011–2016

“Ricercatore a Tempo Determinato” RTDa, L.230/2005 (Research fellow)

Department of Engineering, Roma Tre University

1 February 2011 to 31 January 2016

2010–2011

“Assegnista di Ricerca” (Italian Postdoctoral fellowship)

Faculty of Engineering - Roma Tre University

1 June 2010 to 31 January 2011

2008–2010

“Assegnista di Ricerca” (Italian Postdoctoral fellowship)

Faculty of Engineering - Roma Tre University

1 February 2008 31 January 2010

2006–2008

“Assegnista di Ricerca” (Italian Postdoctoral fellowship)

Faculty of Engineering - Roma Tre University

1 February 2006 to 31 January 2008

SUPERVISION OF GRADUATE STUDENTS

2013–2016

Doctoral Co-Advisor, Davide Feltoni Gurini

Department of Engineering - Roma Tre University

TEACHING ACTIVITIES

2018–

Teacher, “Elementi di Informatica e Algebra Lineare” (course Introduction to Computer Science and Programming and Linear Algebra) - Roma Tre University

2017–

Teaching Assistant, “Machine Learning ” course - Roma Tre University

2010–2011

Teacher, “Fondamenti di Informatica” (Introduction to Computer Science and Programming) course - Roma Tre University

2009–2010

Teaching Assistant, “Fondamenti di Informatica” (Introduction to Computer Science and Programming) course - Roma Tre University

2007–

Teaching Assistant, “Sistemi Intelligenti per Internet” (Intelligent Systems on Internet) course - Roma Tre University

2006–2007

Teacher, “Chief Knowledge Officer - CKO” post-graduate degree (Italian Master), Italdata, Italy

2002–2003

Teaching Assistant, “Calcolatori Elettronici I e II” (Computer Architecture) course, Roma Tre University

2001–

Thesis co-advisor of near-graduate students, Faculty of Engineering - Roma Tre University

ORGANIZATION OF SCIENTIFIC MEETINGS

2022

Co-Chair of the 2nd Workshop on SOcial and Cultural IntegrAtion with PersonaLIZEd Interfaces (SOCIALIZE), held in conjunction with ACM Intelligent User Interfaces (IUI), University of Helsinki, Finland. March 22-25, 2022.

2021

Co-Chair of the 1st Workshop on SOcial and Cultural IntegrAtion with PersonaLIZEd Interfaces (SOCIALIZE), held in conjunction with ACM Intelligent User Interfaces (IUI), College Station (TX), USA. April 13, 2021.

2013

Conference Organizing Committee Member of the 21st Conference on User Modeling, Adaptation and Personalization (UMAP), Rome, Italy. June 10-14, 2013.

TECHNICAL PROGRAM COMMITTEE MEMBERSHIPS

Selected program committee memberships of conferences and workshops.

2022

30th Conference on User Modeling, Adaptation and Personalization - ACM UMAP 2022. Barcelona, Spain, July 4-7, 2022.

2021

AIxIA2021: 20th International Conference of the Italian Association for Artificial Intelligence, Milano, Italy, December 1-3, 2021.

2021

ACM CIKM 2021, the Conference on Information and Knowledge Management, November 1-5, 2021.

2021

11th Italian Information Retrieval Workshop. Bari, Italy, September 13-15, 2021.

2021

1st Workshop on Recommendation in Complex Environments Co-located with RecSys 2021. Amsterdam, the Netherlands, September 27-October 1, 2021.

2021

29th Conference on User Modeling, Adaptation and Personalization - ACM UMAP 2021. Utrecht, the Netherlands, June 21-25, 2021.

2020

19th International Conference of the Italian Association for Artificial Intelligence - AIxIA 2020 - November 25-27, 2020.

2020

28th Conference on User Modeling, Adaptation and Personalization - ACM UMAP 2020. Genoa, Italy, July 14-17, 2020.

2019

10th Italian Information Retrieval Workshop - IIR 2019. Padua, Italy, September 16-18, 2019.

2019

Workshop on Explainable and Holistic User Modeling - ExHUM, co-located at 27th ACM Conference On User Modeling, Adaptation And Personalization - UMAP. Larnaca, Cyprus, June 9-12, 2019.

2019

27th ACM Conference On User Modeling, Adaptation And Personalization - ACM UMAP. Cyprus, July 9-12, 2019. (TPC member and Mentor in the PhD Student Consortium)

2018

23rd ACM International Conference on Intelligent User Interfaces - ACM IUI (PC member of Poster and Demo track and Mentor in the PhD Student Consortium). Tokyo, Japan, March 7-11, 2018.

2018

26th Conference on User Modeling, Adaptation and Personalization - ACM UMAP (PC member of “Personalized Recommender Systems”). Singapore, July 8-11, 2018.

2018

9th Italian Information Retrieval Workshop - IIR 2018. Rome, Italy, May 28-30, 2018.

2018

1st Symposium on Learning Analytics, in the framework of the conference Information Visualization - IV. Salerno, Italy, July 10-13, 2018.

2017

25th Conference on User Modeling, Adaptation and Personalization - ACM UMAP. Bratislava, Slovakia. July 9-12, 2017

2017

22nd International Conference on Intelligent User Interfaces 2017, poster and demo sessions - ACM IUI. Limassol, Cyprus. 13-16 March, 2017

2017

3rd International Conference on Signal and Image Processing - SIPRO. Dubai, UAE. January 28-29, 2017

2016

24th Conference on User Modeling, Adaptation and Personalization - ACM UMAP. Halifax, Canada. July 13-17, 2016

2015

23rd Conference on User Modeling, Adaptation and Personalization - UMAP. Dublin, Ireland. June 29-July 3, 2015

2015

16th International Conference on Electronic Commerce and Web Technologies - EC-Web. Valencia, Spain. September 1-2, 2015

2013

14th International Conference on Electronic Commerce and Web Technologies - EC-Web. Prague, Czech Republic. August 26-30, 2013

2012

23rd ACM conference on Hypertext and social media - ACM HT, Milwaukee, Wisconsin, U.S.A. June 25-28, 2012

2012

13th International Conference on Electronic Commerce and Web Technologies - EC-Web Vienna, Austria. September 3-7, 2012

2009-2017

International Conference on Autonomic and Autonomous Systems - ICAS

ATTENDANCE AT CONFERENCES

Most recent and relevant conferences where I presented or participated in a panel.

2019

24th International Conference on Intelligent User Interfaces IUI ’19, Los Angeles, CA, USA, March 16-20, 2019. (Presenter and PhD Student Mentor).

2018

Intelligent Tutoring Systems - 13th International Conference, ITS 2016, Zagreb, Croatia, June 7-10, 2016.

2017

25th Conference on User Modeling, Adaptation and Personalization - ACM UMAP. Bratislava, Slovakia. July 9-12, 2017.

2015

9th ACM Conference on Recommender Systems, RecSys 2015, Vienna, Austria, September 16, 2015.

2014

User Modeling, Adaptation, and Personalization - 22nd International Conference, UMAP 2014, Aalborg, Denmark, July 7-11, 2014.

2013

22nd International World Wide Web Conference, WWW ’13, Rio de Janeiro, Brazil, May 13-17, 2013.

DOCTORAL CONSORTIUM COMMITTEE MEMBERSHIPS

My past and current memberships of doctoral consortiums listed in inverted chronological order.

2018

26th Conference on User Modeling, Adaptation and Personalization - ACM UMAP. Singapore. July 8-11, 2018.

2017

25th Conference on User Modeling, Adaptation and Personalization - ACM UMAP. Bratislava, Slovakia. July 9-12, 2017.

2016

24th Conference on User Modeling, Adaptation and Personalization - ACM UMAP. Halifax, Canada. July 13-17, 2016.

2014

22nd Conference on User Modeling, Adaptation and Personalization - UMAP. Aalborg, Denmark. July 7-11, 2014.

2013

21st Conference on User Modeling, Adaptation and Personalization - UMAP. Rome, Italy. June 10-14, 2013.

EDITORIAL BOARD MEMBERSHIPS

I am editorial board member or Associate editor of the following International journals.

2017-2019

IEEE Access - Associate Editor (ISSN 2169-3536)

2017

Journal of Personal and Ubiquitous Computing - Guest Editor of Special issue on Mining Social Networks for Local Search and Location-based Recommender Systems ([si2]) (ISSN 1617-4909)

2017

Journal of Mobile Information Systems - Lead Guest Editor of Special issue on Advances in Personalized Mobile Services ([si1]) (ISSN 1574-017X)

2016-2018

Journal of Computer Science - Member of the Editorial Board (ISSN 1549-3636)

INVITED REFEREE FOR JOURNAL REVIEWING

I have been invited and fulfilled the external referee’s activities for the following International journals.

2020

Applied Sciences, AE:Cristiano Matricardi, (ISSN 2076-3417)

2019

Computing, GE: Tania Cerquitelli, Silvia Chiusano, Genoveva Vargas-Solar (ISSN 0010-485X)

2018

User Modeling and User-Adapted Interaction, GE:Frank Hopfgartner, Judy Kay, Amon Rapp (ISSN 0924-1868)

2018

Expert Systems with Applications, EiC:Binshan Lin (ISSN 0957-4174)

2018

IEEE Transactions on Multimedia, AE:Benoit Huet (ISSN 1520-9210)

2018

User Modeling and User-Adapted Interaction, GE:Pasquale Lops, Dietmar Jannach, Cataldo Musto, Toine Bogers, Marijn Koolen (ISSN 0924-1868)

2017

International Journal of Human-Computer Studies, GE:Cristina Gena (ISSN 1071-5819)

2017

IEEE Access, AE:Bora Onat (ISSN 2169-3536)

2017

IEEE Transactions on Multimedia, AE:Benoit Huet (ISSN 1520-9210)

2016

IEEE Transactions on Multimedia, AE:Sen-Ching Samson Cheung (ISSN 1520-9210)

2016

Information Processing and Management AE:Ian Ruthven (ISSN 0306-4573)

2015

User Modeling and User-Adapted Interaction, EiC:Alfred Kobsa (ISSN 0924-1868)

2014

International Journal Distance Education Technologies, AE:Marco Temperini (1539-3100)

2014

Information Processing Letters, E:W.L. Hsu (ISSN 0020-0190)

2010

User Modeling and User-Adapted Interaction – Special Issue Data Mining for Personalized Educational Systems, GE:Cristobal Romero and Sebastian Ventura (ISSN 0924-1868)

2009

Connection Science, AE:Amanda Sharkey (ISSN 0954-0091)

INVITED REFEREE FOR PhD AND MASTER THESES, AND FUNDING PROPOSALS

2020-2021

Peer reviewer in the Italo Francese/Université Franco Italienne (UIF/UFI) “Vinci” funding program. May 2020.

2019

Master Thesis External Examiner for the Faculty of Social Sciences, University of Haifa.

2019

Doctoral Thesis External Examiner for the Doctorate in “Informatica”, University of Udine

2018

Peer reviewer in the “TOP Grant” funding program of the Netherlands Organisation for Scientific Research (NWO). Invitation to join accepted on 31 July 2018.

INSTITUTIONAL RESPONSIBILITIES AND MEMBERSHIPS

2020-2022

Member of the Academic Board and Admission Selection Board of the Research Doctorate in Engineering, Section of “Informatica e Automazione” - Roma Tre University (since 27 May 2020).

2021

Deputy Coordinator of the Academic Board of the Research Doctorate in Engineering, Section of “Informatica e Automazione” (Computer science and Automation), 37th cycle - Roma Tre University (since 16 November 2021).

2018-2019

Member of the State Exam Commission responsible for the admission of graduated students to practice Engineering - Roma Tre University

2018-

Member of SIGCHI Italy, the Italian ACM SIGCHI Chapter. http://sigchitaly.eu/

2017-

Member of the Italian IA-Gov laboratory. The A.I. initiative, formerly named Task Force, is promoted by AgID (Agency for Digital Italy - Presidency of the Council of Ministers). Application to join accepted on 26 July 2017. https://ia.italia.it/en/task-force/

2012–2013

Member of the State Exam Commission responsible for the admission of graduated students to practice Engineering - Roma Tre University

2006–

Stable member of Laurea degree boards at Faculty of Engineering - Roma Tre University

MAJOR INTERNATIONAL SCIENTIFIC COLLABORATIONS

2017

Visiting Scientist at Nokia Bell Labs (formerly, Bell Labs), Cambridge, U.K.

Research project: Health Recommender systems.

Host: Luca Maria Aiello, Daniele Quercia

26 July 2017 to 26 October 2017.

2004

Visiting Researcher at the Information Science and Technologies Laboratory,

Palo Alto Research Center PARC (formerly Xerox PARC), Palo Alto, CA, U.S.A

Research project: Goal inference with web data.

Host: Ed H. Chi, Peter Pirolli

3 September 2004 to 17 December 2004.

PATENTS

2013

“Systems and methods for personalized search” US8606781 B2

Inventors: Ed Chi, Fabio Gasparetti

Filed on 9 August 2005, Granted on 10 December 2013.

REVIEWER FOR INTERNATIONAL GRANT PROPOSAL

2020

Peer reviewer funded program “Italo Francese/Université Franco Italienne (UIF/UFI) Vinci”, 2020

2018

Peer reviewer funded program “TOP Grant” of Netherlands Organisation for Scientific Research (NWO)

MAJOR PARTICIPATIONS TO FUNDED RESEARCH PROJECTS

2010

“KEEN - Knowledge - based Extended ENterprise”

Funding source: Italian MIUR FAR Sostegno alla ricerca industriale 2006

2008

“NewGenLearn - Servizi ed Applicazioni Avanzate per l’e-learning di Nuova Generazione”

Funding source: Italian POR Campania 2000-2006.

2002-2003

“DIOGENE - A Training Web Broker for ICT Professionals”

Funding source: FP5-IST (contract IST-2001-33358). Project Grant: 2,634K Euro

2001-2002

“M-LEARNING - Mobile Communications Technologies for Young Adults Learning and Skills Development”

Funding source: FP5-IST (contract IST-2000-25270). Project grant: 4,556K Euro

SELECTED PUBLICATIONS

All articles listed below are selected for publication by a peer review process. All the conference and workshop publications have been presented orally, by me or by my co-authors.

International Journals

[j15]
Fabio Gasparetti. Discovering prerequisite relations from educational documents through word embeddings. Future Generation Computer Systems, Sep 2021. ISSN 0167-739X. URL https://doi.org/10.1016/j.future.2021.08.021
[j14]
Giuseppe Sansonetti, Fabio Gasparetti, Giuseppe D’Aniello, and Alessandro Micarelli. Unreliable users detection in social media. IEEE Access, 8(-):213154–213167, 2020. ISSN 2169-3536. doi: 10.1109/ACCESS.2020.3040604. URL https://doi.org/10.1109/ACCESS.2020.3040604
[j13]
Fabio Gasparetti, Giuseppe Sansonetti, and Alessandro Micarelli. Community detection in social recommender systems: a survey. Applied Intelligence, 51(6):3975–3995, Jun 2021. ISSN 1573-7497. doi: 10.1007/s10489-020-01962-3. URL https://doi.org/10.1007/s10489-020-01962-3
[j12]
Fabio Gasparetti, Luca Maria Aiello, and Daniele Quercia. Personalized weight loss strategies by mining activity tracker data. User Modeling and User-Adapted Interaction, Jul 2019. ISSN 1573-1391. doi: 10.1007/s11257-019-09242-7. URL https://doi.org/10.1007/s11257-019-09242-7
[j11]
Giuseppe Sansonetti, Fabio Gasparetti, Alessandro Micarelli, Federica Cena, and Cristina Gena. Enhancing cultural recommendations through social and linked open data. User Modeling and User-Adapted Interaction, Mar 2019. ISSN 1573-1391. doi: 10.1007/s11257-019-09225-8. URL https://doi.org/10.1007/s11257-019-09225-8
[j10]
Davide Feltoni Gurini, Fabio Gasparetti, Alessandro Micarelli, and Giuseppe Sansonetti. Temporal people-to-people recommendation on social networks with sentiment-based matrix factorization. Future Generation Computer Systems, 78:430–439, 2018. ISSN 0167-739X. doi: 10.1016/j.future.2017.03.020. URL http://dx.doi.org/10.1016/j.future.2017.03.020
[j9]
Fabio Gasparetti, Carlo De Medio, Carla Limongelli, Filippo Sciarrone, and Marco Temperini. Prerequisites between learning objects: Automatic extraction based on a machine learning approach. Telematics and Informatics, 35(3):595–610, 2017. ISSN 0736-5853. doi: https: //doi.org/10.1016/j.tele.2017.05.007. URL https://doi.org/10.1016/j.tele.2017.05.007
[j8]
Fabio Gasparetti. Personalization and context-awareness in social local search: State-of-the-art and future research challenges. Pervasive and Mobile Computing, 38(2):446–473, 2017. ISSN 1574-1192. doi: 10.1016/j.pmcj.2016.04.004. URL http://dx.doi.org/10.1016/j.pmcj.2016.04.004
[j7]
Fabio Gasparetti. Modeling user interests from web browsing activities. Data Mining and Knowledge Discovery, 31(2):502–547, 2017. ISSN 1573-756X. doi: 10.1007/s10618-016-0482-x. URL http://dx.doi.org/10.1007/s10618-016-0482-x
[j6]
Claudio Biancalana, Fabio Gasparetti, Alessandro Micarelli, and Giuseppe Sansonetti. Social semantic query expansion. ACM TIST, 4(4):60:1–60:43, 2013. doi: 10.1145/2508037.2508041. URL http://dx.doi.org/10.1145/2508037.2508041
[j5]
Claudio Biancalana, Fabio Gasparetti, Alessandro Micarelli, and Giuseppe Sansonetti. An approach to social recommendation for context-aware mobile services. ACM TIST, 4(1):10:1–10:31, 2013. doi: 10.1145/2414425.2414435. URL http://dx.doi.org/10.1145/2414425.2414435
[j4]
Fabio Gasparetti, Alessandro Micarelli, and Filippo Sciarrone. A web-based training system for business letter writing. Knowl.-Based Syst., 22(4):287–291, 2009. doi: 10.1016/j.knosys.2009.01. 005. URL http://dx.doi.org/10.1016/j.knosys.2009.01.005
[j3]
Alessandro Micarelli, Filippo Sciarrone, and Fabio Gasparetti. A case-based approach to adaptive hypermedia navigation. IJWLTT, 4(1):35–53, 2009. doi: 10.4018/jwltt.2009010103. URL http://dx.doi.org/10.4018/jwltt.2009010103
[j2]
Fabio Gasparetti, Alessandro Micarelli, and Filippo Sciarrone. Towards cognitive modeling of user needs in web browsing activities. Cognitive Systems (ESSCS), 7:139–164, July 2009. ISSN 0256-663X
[j1]
Fabio Gasparetti and Alessandro Micarelli. Personalized search based on a memory retrieval theory. IJPRAI, 21(2):207–224, 2007. doi: 10.1142/S0218001407005429. URL http://dx.doi.org/10.1142/S0218001407005429

Book Chapters

[b8]
Claudio Biancalana, Fabio Gasparetti, Alessandro Micarelli, and Giuseppe Sansonetti. A social semantic approach to adaptive query expansion. In Valérie Monfort and Karl-Heinz Krempels, editors, Web Information Systems and Technologies: 10th International Conference, WEBIST 2014, Barcelona, Spain, April 3-5, 2014, Revised Selected Papers, pages 113–127. Springer International Publishing, Cham, 2015. ISBN 978-3-319-27030-2. doi: 10.1007/ 978-3-319-27030-2_8. URL http://dx.doi.org/10.1007/978-3-319-27030-2_8
[b7]
Alessandro Micarelli, Filippo Sciarrone, and Fabio Gasparetti. A case-based approach to adaptive hypermedia navigation. IJWLTT, 4(1):35–53, 2009. doi: 10.4018/jwltt.2009010103. URL http://dx.doi.org/10.4018/jwltt.2009010103
[b6]
Fabio Gasparetti and Alessandro Micarelli. A deep evaluation of two cognitive user models for personalized search. In Gulden Uchyigit and Matthew Y. Ma, editors, Personalization Techniques and Recommender Systems, volume 70 of Series in Machine Perception and Artificial Intelligence, pages 33–60. WorldScientific, 2008. ISBN 978-981-279-701-8. doi: 10.1142/ 9789812797025_0002. URL http://dx.doi.org/10.1142/9789812797025_0002
[b5]
Alessandro Micarelli and Fabio Gasparetti. Adaptive focused crawling. In Peter Brusilovsky, Alfred Kobsa, and Wolfgang Nejdl, editors, The Adaptive Web, Methods and Strategies of Web Personalization, volume 4321 of Lecture Notes in Computer Science, pages 231–262. Springer, 2007. ISBN 978-3-540-72078-2. doi: 10.1007/978-3-540-72079-9_7. URL http://dx.doi.org/10.1007/978-3-540-72079-9_7
[b4]
Alessandro Micarelli, Fabio Gasparetti, Filippo Sciarrone, and Susan Gauch. Personalized search on the world wide web. In Peter Brusilovsky, Alfred Kobsa, and Wolfgang Nejdl, editors, The Adaptive Web, Methods and Strategies of Web Personalization, volume 4321 of Lecture Notes in Computer Science, pages 195–230. Springer, 2007. ISBN 978-3-540-72078-2. doi: 10.1007/978-3-540-72079-9_6. URL http://dx.doi.org/10.1007/978-3-540-72079-9_6
[b3]
Alessandro Micarelli, Fabio Gasparetti, and Claudio Biancalana. Intelligent search on the internet. In Oliviero Stock and Marco Schaerf, editors, Reasoning, Action and Interaction in AI Theories and Systems, Essays Dedicated to Luigia Carlucci Aiello, volume 4155 of Lecture Notes in Computer Science, pages 247–264. Springer, 2006. ISBN 3-540-37901-0. doi: 10.1007/11829263_14. URL http://dx.doi.org/10.1007/11829263_14
[b2]
Fabio Gasparetti and Alessandro Micarelli. Adaptive web search based on a colony of cooperative distributed agents. In Matthias Klusch, Sascha Ossowski, Andrea Omicini, and Heimo Laamanen, editors, Cooperative Information Agents VII, 7th International Workshop, CIA 2003, Helsinki, Finland, August 27-29, 2003, Proceedings, volume 2782 of Lecture Notes in Computer Science, pages 168–183. Springer, 2003. ISBN 3-540-40798-7. doi: 10.1007/978-3-540-45217-1_13. URL http://dx.doi.org/10.1007/978-3-540-45217-1_13
[b1]
Nicola Capuano, Matteo Gaeta, Fabio Gasparetti, and Alessandro Micarelli. Holmes: A prototype for the targeted search of information about hi-tech companies. In Second International Workshop on Intelligent Systems Design and Application, pages 233–238, Atlanta, GA, USA, 2002. Dynamic Publishers, Inc. ISBN 0-9640398-0-X. URL http://dl.acm.org/citation.cfm?id=774964.775002

International Conferences

[c35]
Giuseppe Sansonetti, Fabio Gasparetti, and Alessandro Micarelli. Using social media for personalizing the cultural heritage experience. In Judith Masthoff, Eelco Herder, Nava Tintarev, and Marko Tkalcic, editors, Adjunct Publication of the 29th ACM Conference on User Modeling, Adaptation and Personalization, UMAP 2021, Utrecht, The Netherlands, June 21-25, 2021, pages 189–193. ACM, 2021. doi: 10.1145/3450614.3463387. URL https://doi.org/10.1145/3450614.3463387
[c34]
Carlo De Medio, Fabio Gasparetti, Carla Limongelli, and Filippo Sciarrone. A social approach to a wiki course building. In Anna Visvizi, Miltiadis D. Lytras, and Naif R. Aljohani, editors, Research and Innovation Forum 2020 - Disruptive Technologies in Times of Change, RIIFORUM 2020, Athens, Greece, 15-17 April 2020, pages 291–301. Springer, 2020. doi: 10.1007/978-3-030-62066-0\22. URL https://doi.org/10.1007/978-3-030-62066-0\_22
[c33]
Hebatallah A. Mohamed Hassan, Giuseppe Sansonetti, Fabio Gasparetti, Alessandro Micarelli, and Jöran Beel. Bert, elmo, USE and infersent sentence encoders: The panacea for research-paper recommendation? In Marko Tkalcic and Sole Pera, editors, Proceedings of ACM RecSys 2019 Late-Breaking Results co-located with the 13th ACM Conference on Recommender Systems, RecSys 2019 Late-Breaking Results, Copenhagen, Denmark, September 16-20, 2019, volume 2431 of CEUR Workshop Proceedings, pages 6–10. CEUR-WS.org, 2019. URL http://ceur-ws.org/Vol-2431/paper2.pdf
[c32]
Fabio Gasparetti, Luca Maria Aiello, and Daniele Quercia. Evaluating the efficacy of traditional fitness tracker recommendations. In Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion, IUI ’19, pages 15–16, New York, NY, USA, 2019. ACM. ISBN 978-1-4503-6673-1. doi: 10.1145/3308557.3308716. URL http://doi.acm.org/10.1145/3308557.3308716
[c31]
Giuseppe Sansonetti, Fabio Gasparetti, and Alessandro Micarelli. Cross-domain recommendation for enhancing cultural heritage experience. In George Angelos Papadopoulos, George Samaras, Stephan Weibelzahl, Dietmar Jannach, and Olga C. Santos, editors, Adjunct Publication of the 27th Conference on User Modeling, Adaptation and Personalization, UMAP 2019, Larnaca, Cyprus, June 09-12, 2019, pages 413–415. ACM, 2019. doi: 10.1145/3314183.3323869. URL https://doi.org/10.1145/3314183.3323869
[c30]
Hebatallah A. Mohamed Hassan, Giuseppe Sansonetti, Fabio Gasparetti, and Alessandro Micarelli. Semantic-based tag recommendation in scientific bookmarking systems. In Proceedings of the 12th ACM Conference on Recommender Systems, RecSys ’18, pages 465–469, New York, NY, USA, 2018. ACM. ISBN 978-1-4503-5901-6. doi: 10.1145/3240323.3240409. URL http://doi.org/10.1145/3240323.3240409
[c29]
Carlo De Medio, Fabio Gasparetti, Carla Limongelli, and Filippo Sciarrone. Modeling teachers and learning materials: a comparison among similarity metrics. In 22nd International Conference on Information Visualisation iV2018, July 2018
[c28]
Carlo De Medio, Fabio Gasparetti, Carla Limongelli, and Filippo Sciarrone. Automatic extraction and sequencing of wikipedia pages for smart course building. In 21st International Conference Information Visualisation, IV 2017, London, United Kingdom, July 11-14, 2017, pages 378–383. IEEE Computer Society, 2017. ISBN 978-1-5386-0831-9. doi: 10.1109/iV.2017.75. URL https://doi.org/10.1109/iV.2017.75
[c27]
Carlo De Medio, Fabio Gasparetti, Carla Limongelli, Filippo Sciarrone, and Marco Temperini. Course-driven teacher modeling for learning objects recommendation in the moodle lms. In Adjunct Publication of the 25th Conference on User Modeling, Adaptation and Personalization, UMAP ’17, pages 141–145, New York, NY, USA, 2017. ACM. ISBN 978-1-4503-5067-9. doi: 10.1145/3099023.3099037. URL http://dx.doi.org/10.1145/3099023.3099037
[c26]
Alessandro Bonifacio, Claudio Biancalana, Fabio Gasparetti, Alessandro Micarelli, and Giuseppe Sansonetti. Implicit evaluation of user’s expertise in scientific domains. In Constantine Stephanidis, editor, HCI International 2017 – Posters’ Extended Abstracts: 19th International Conference, HCI International 2017, Vancouver, BC, Canada, July 9–14, 2017, Proceedings, Part I, pages 420–427, Cham, 2017. Springer International Publishing. ISBN 978-3-319-58750-9. doi: 10.1007/978-3-319-58750-9_58. URL https://doi.org/10.1007/978-3-319-58750-9_58
[c25]
Giuseppe Sansonetti, Davide Feltoni Gurini, Fabio Gasparetti, and Alessandro Micarelli. Dynamic social recommendation. In Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, ASONAM ’17, pages 943–947, New York, NY, USA, 2017. ACM. ISBN 978-1-4503-4993-2. doi: 10.1145/3110025. 3110149. URL http://dx.doi.org/10.1145/3110025.3110149
[c24]
Carlo De Medio, Fabio Gasparetti, Carla Limongelli, Matteo Lombardi, Alessandro Marani, Filippo Sciarrone, and Marco Temperini. Towards a characterization of educational material: An analysis of coursera resources. In Ting-Ting Wu, Rosella Gennari, Yueh-Min Huang, Haoran Xie, and Yiwei Cao, editors, Emerging Technologies for Education. First International Symposium, SETE 2016, Held in Conjunction with ICWL 2016, Rome, Italy, October 26-29, 2016, Revised Selected Papers, volume 10108 of Lecture Notes in Computer Science, pages 547–557. Springer International Publishing, 2017. ISBN 978-3-319-52836-6. doi: 10.1007/978-3-319-52836-6_58. URL http://dx.doi.org/10.1007/978-3-319-52836-6_58
[c23]
Carlo De Medio, Fabio Gasparetti, Carla Limongelli, Filippo Sciarrone, and Marco Temperini. Automatic extraction of prerequisites among learning objects using wikipedia-based content analysis. In Alessandro Micarelli, John C. Stamper, and Kitty Panourgia, editors, Intelligent Tutoring Systems - 13th International Conference, ITS 2016, Zagreb, Croatia, June 7-10, 2016. Proceedings, volume 9684 of Lecture Notes in Computer Science, pages 375–381. Springer, 2016. ISBN 978-3-319-39582-1. doi: 10.1007/978-3-319-39583-8_44. URL http://dx.doi.org/10.1007/978-3-319-39583-8_44
[c22]
Dario D’Agostino, Fabio Gasparetti, Alessandro Micarelli, and Giuseppe Sansonetti. A social context-aware recommender of itineraries between relevant points of interest. In Constantine Stephanidis, editor, HCI International 2016 - Posters’ Extended Abstracts - 18th International Conference, HCI International 2016, Toronto, Canada, July 17-22, 2016, Proceedings, Part II, volume 618 of Communications in Computer and Information Science, pages 354–359. Springer, 2016. ISBN 978-3-319-40541-4. doi: 10.1007/978-3-319-40542-1_58. URL http://dx.doi.org/10.1007/978-3-319-40542-1_58
[c21]
Carlo De Medio, Fabio Gasparetti, Carla Limongelli, Filippo Sciarrone, and Marco Temperini. Mining prerequisite relationships among learning objects. In Constantine Stephanidis, editor, HCI International 2016 - Posters’ Extended Abstracts - 18th International Conference, HCI International 2016, Toronto, Canada, July 17-22, 2016, Proceedings, Part II, volume 618 of Communications in Computer and Information Science, pages 221–225. Springer, 2016. ISBN 978-3-319-40541-4. doi: 10.1007/978-3-319-40542-1_35. URL http://dx.doi.org/10.1007/978-3-319-40542-1_35
[c20]
Carlo De Medio, Fabio Gasparetti, Carla Limongelli, Matteo Lombardi, Alessandro Marani, Filippo Sciarrone, and Marco Temperini. Discovering prerequisite relationships among learning objects: A coursera-driven approach. In Dickson K. W. Chiu, Ivana Marenzi, Umberto Nanni, Marc Spaniol, and Marco Temperini, editors, Advances in Web-Based Learning - ICWL 2016 - 15th International Conference, Rome, Italy, October 26-29, 2016, Proceedings, volume 10013 of Lecture Notes in Computer Science, pages 261–265, 2016. ISBN 978-3-319-47439-7. doi: 10.1007/978-3-319-47440-3_29. URL http://dx.doi.org/10.1007/978-3-319-47440-3_29
[c19]
Fabio Gasparetti, Carla Limongelli, Alessandra Milita, Filippo Sciarrone, and Andrea Tarantini. Sequencing wikipedia pages: An on-the-fly approach to course building. In James Onohuome Uhomoibhi, Gennaro Costagliola, Susan Zvacek, and Bruce M. McLaren, editors, CSEDU 2016 - Proceedings of the 8th International Conference on Computer Supported Education, Volume 1, Rome, Italy, April 21-23, 2016., pages 397–404. SciTePress, 2016. doi: 10.5220/ 0005815203970404. URL http://dx.doi.org/10.5220/0005815203970404
[c18]
Carlo De Medio, Fabio Gasparetti, Carla Limongelli, Filippo Sciarrone, and Marco Temperini. A machine learning approach to identify dependencies among learning objects. In James Onohuome Uhomoibhi, Gennaro Costagliola, Susan Zvacek, and Bruce M. McLaren, editors, CSEDU 2016 - Proceedings of the 8th International Conference on Computer Supported Education, Volume 1, Rome, Italy, April 21-23, 2016., pages 345–352. SciTePress, 2016. doi: 10.5220/0005800503450352. URL http://dx.doi.org/10.5220/0005800503450352
[c17]
Davide Feltoni Gurini, Fabio Gasparetti, Alessandro Micarelli, and Giuseppe Sansonetti. Enhancing social recommendation with sentiment communities. In Jianyong Wang, Wojciech Cellary, Dingding Wang, Hua Wang, Shu-Ching Chen, Tao Li, and Yanchun Zhang, editors, Web Information Systems Engineering - WISE 2015 - 16th International Conference, Miami, FL, USA, November 1-3, 2015, Proceedings, Part II, volume 9419 of Lecture Notes in Computer Science, pages 308–315. Springer, 2015. ISBN 978-3-319-26186-7. doi: 10.1007/ 978-3-319-26187-4_28. URL http://dx.doi.org/10.1007/978-3-319-26187-4_28
[c16]
Fabio Gasparetti, Carla Limongelli, and Filippo Sciarrone. Exploiting wikipedia for discovering prerequisite relationships among learning objects. In 2015 International Conference on Information Technology Based Higher Education and Training, ITHET 2015, Lisbon, Portugal, June 11-13, 2015, pages 1–6. IEEE, 2015. ISBN 978-1-4799-1756-3. doi: 10.1109/ITHET.2015. 7218038. URL http://dx.doi.org/10.1109/ITHET.2015.7218038
[c15]
Carla Limongelli, Fabio Gasparetti, and Filippo Sciarrone. Wiki course builder: A system for retrieving and sequencing didactic materials from wikipedia. In Peter Brusilovsky, Alfred Kobsa, and Wolfgang Nejdl, editors, 2015 International Conference on Information Technology Based Higher Education and Training, ITHET 2015, Lisbon, Portugal, June 11-13, 2015, volume 4321 of Lecture Notes in Computer Science, pages 1–6. Springer, 2015. ISBN 978-3-540-72078-2. doi: 10.1109/ITHET.2015.7218041. URL http://dx.doi.org/10.1109/ITHET.2015.7218041
[c14]
Fabio Gasparetti, Carla Limongelli, and Filippo Sciarrone. A content-based approach for supporting teachers in discovering dependency relationships between instructional units in distance learning environments. In Constantine Stephanidis, editor, HCI International 2015 - Posters’ Extended Abstracts - International Conference, HCI International 2015, Los Angeles, CA, USA, August 2-7, 2015. Proceedings, Part II, volume 529 of Communications in Computer and Information Science, pages 241–246. Springer, 2015. ISBN 978-3-319-21382-8. doi: 10.1007/978-3-319-21383-5_41. URL http://dx.doi.org/10.1007/978-3-319-21383-5_41
[c13]
Fabio Gasparetti, Alessandro Micarelli, and Giuseppe Sansonetti. Mining navigation histories for user need recognition. In Constantine Stephanidis, editor, HCI International 2014 - Posters’ Extended Abstracts - International Conference, HCI International 2014, Heraklion, Crete, Greece, June 22-27, 2014. Proceedings, Part I, volume 434 of Communications in Computer and Information Science, pages 169–173. Springer, 2014. ISBN 978-3-319-07856-4. doi: 10.1007/978-3-319-07857-1_30. URL http://dx.doi.org/10.1007/978-3-319-07857-1_30
[c12]
Davide Feltoni Gurini, Fabio Gasparetti, Alessandro Micarelli, and Giuseppe Sansonetti. iscur: Interest and sentiment-based community detection for user recommendation on twitter. In Vania Dimitrova, Tsvi Kuflik, David Chin, Francesco Ricci, Peter Dolog, and Geert-Jan Houben, editors, User Modeling, Adaptation, and Personalization - 22nd International Conference, UMAP 2014, Aalborg, Denmark, July 7-11, 2014. Proceedings, volume 8538 of Lecture Notes in Computer Science, pages 314–319. Springer, 2014. ISBN 978-3-319-08785-6. doi: 10.1007/ 978-3-319-08786-3_27. URL http://dx.doi.org/10.1007/978-3-319-08786-3_27
[c11]
Claudio Biancalana, Fabio Gasparetti, Alessandro Micarelli, and Giuseppe Sansonetti. Socialsearch - A social platform for web 2.0 search. In Valérie Monfort and Karl-Heinz Krempels, editors, WEBIST 2014 - Proceedings of the 10th International Conference on Web Information Systems and Technologies, Volume 1, Barcelona, Spain, 3-5 April, 2014, pages 70–81. SciTePress, 2014. ISBN 978-989-758-023-9. doi: 10.5220/0004943000700081. URL http://dx.doi.org/10.5220/0004943000700081
[c10]
Fabio Gasparetti, Alessandro Micarelli, and Giuseppe Sansonetti. A general evaluation framework for adaptive focused crawlers. In Valérie Monfort and Karl-Heinz Krempels, editors, WEBIST 2014 - Proceedings of the 10th International Conference on Web Information Systems and Technologies, Volume 2, Barcelona, Spain, 3-5 April, 2014, pages 350–358. SciTePress, 2014. ISBN 978-989-758-024-6. doi: 10.5220/0004965903500358. URL http://dx.doi.org/10.5220/0004965903500358
[c9]
Fabio Gasparetti, Alessandro Micarelli, and Giuseppe Sansonetti. Exploiting web browsing activities for user needs identification. In 2014 International Conference on Computational Science and Computational Intelligence, volume 2, pages 86–89, March 2014. doi: 10.1109/CSCI. 2014.100. URL http://dx.doi.org/10.1109/CSCI.2014.100
[c8]
Giuliano Arru, Davide Feltoni Gurini, Fabio Gasparetti, Alessandro Micarelli, and Giuseppe Sansonetti. Signal-based user recommendation on twitter. In Leslie Carr, Alberto H. F. Laender, Bernadette Farias Lóscio, Irwin King, Marcus Fontoura, Denny Vrandecic, Lora Aroyo, José Palazzo M. de Oliveira, Fernanda Lima, and Erik Wilde, editors, 22nd International World Wide Web Conference, WWW ’13, Rio de Janeiro, Brazil, May 13-17, 2013, Companion Volume, pages 941–944. International World Wide Web Conferences Steering Committee / ACM, 2013. ISBN 978-1-4503-2038-2. URL http://dl.acm.org/citation.cfm?id=2488088
[c7]
Davide Feltoni Gurini and Fabio Gasparetti. TREC microblog 2012 track: Real-time ranking algorithm for microblog ranking systems. In Ellen M. Voorhees and Lori P. Buckland, editors, Proceedings of The Twenty-First Text REtrieval Conference, TREC 2012, Gaithersburg, Maryland, USA, November 6-9, 2012, volume Special Publication 500-298. National Institute of Standards and Technology (NIST), 2012. URL http://trec.nist.gov/pubs/trec21/papers/AI_ROMA3.microblog.final.pdf
[c6]
Claudio Biancalana, Fabio Gasparetti, Alessandro Micarelli, and Giuseppe Sansonetti. Enhancing query expansion through folksonomies and semantic classes. In 2012 International Conference on Privacy, Security, Risk and Trust, PASSAT 2012, and 2012 International Confernece on Social Computing, SocialCom 2012, Amsterdam, Netherlands, September 3-5, 2012, pages 611–616. IEEE, 2012. ISBN 978-1-4673-5638-1. doi: 10.1109/SocialCom-PASSAT. 2012.67. URL http://dx.doi.org/10.1109/SocialCom-PASSAT.2012.67
[c5]
Fabio Gasparetti, Claudio Biancalana, Alessandro Micarelli, Alfonso Miola, and Giuseppe Sansonetti. Wavelet-based music recommendation. In Karl-Heinz Krempels and José Cordeiro, editors, WEBIST 2012 - Proceedings of the 8th International Conference on Web Information Systems and Technologies, Porto, Portugal, 18 - 21 April, 2012, pages 399–402. SciTePress, 2012. ISBN 978-989-8565-08-2. doi: 10.5220/0003940903990402. URL http://dx.doi.org/10.5220/0003940903990402
[c4]
Claudio Biancalana, Andrea Flamini, Fabio Gasparetti, Alessandro Micarelli, Samuele Millevolte, and Giuseppe Sansonetti. Enhancing traditional local search recommendations with context-awareness. In Joseph A. Konstan, Ricardo Conejo, José-Luis Marzo, and Nuria Oliver, editors, User Modeling, Adaption and Personalization - 19th International Conference, UMAP 2011, Girona, Spain, July 11-15, 2011. Proceedings, volume 6787 of Lecture Notes in Computer Science, pages 335–340. Springer, 2011. ISBN 978-3-642-22361-7. doi: 10.1007/ 978-3-642-22362-4_29. URL http://dx.doi.org/10.1007/978-3-642-22362-4_29
[c3]
Claudio Biancalana, Fabio Gasparetti, and Alessandro Micarelli. Personalization in virtual enterprises. In Joaquim Filipe and José Cordeiro, editors, WEBIST 2009 - Proceedings of the Fifth International Conference on Web Information Systems and Technologies, Lisbon, Portugal, March 23-26, 2009, pages 581–584. INSTICC Press, 2009. ISBN 978-989-8111-81-4. doi: 10.5220/0001842905810584. URL http://dx.doi.org/10.5220/0001842905810584
[c2]
Fabio Gasparetti and Alessandro Micarelli. Exploiting web browsing histories to identify user needs. In David N. Chin, Michelle X. Zhou, Tessa A. Lau, and Angel R. Puerta, editors, Proceedings of the 12th International Conference on Intelligent User Interfaces, IUI 2007, Honolulu, Hawaii, USA, January 28-31, 2007, pages 325–328. ACM, 2007. ISBN 1-59593-481-2. doi: 10.1145/1216295.1216358. URL http://dx.doi.org/10.1145/1216295.1216358
[c1]
Fabio Gasparetti and Alessandro Micarelli. Swarm intelligence: Agents for adaptive web search. In Ramon López de Mántaras and Lorenza Saitta, editors, Proceedings of the 16th Eureopean Conference on Artificial Intelligence, ECAI’2004, including Prestigious Applicants of Intelligent Systems, PAIS 2004, Valencia, Spain, August 22-27, 2004, pages 1019–1020. IOS Press, 2004. ISBN 1-58603-452-9

International Workshops

[w10]
Alessio De Angelis, Fabio Gasparetti, Alessandro Micarelli, and Giuseppe Sansonetti. A social cultural recommender based on linked open data. In Mária Bieliková, Eelco Herder, Federica Cena, and Michel C. Desmarais, editors, Adjunct Publication of the 25th Conference on User Modeling, Adaptation and Personalization, UMAP 2017, Bratislava, Slovakia, July 09 - 12, 2017, pages 329–332. ACM, 2017. ISBN 978-1-4503-5067-9. doi: 10.1145/3099023.3099092. URL http://dx.doi.org/10.1145/3099023.3099092
[w9]
Michele Galli, Davide Feltoni Gurini, Fabio Gasparetti, Alessandro Micarelli, and Giuseppe Sansonetti. Analysis of user-generated content for improving youtube video recommendation. In Pablo Castells, editor, Poster Proceedings of the 9th ACM Conference on Recommender Systems, RecSys 2015, Vienna, Austria, September 16, 2015., volume 1441 of CEUR Workshop Proceedings. CEUR-WS.org, 2015. URL http://ceur-ws.org/Vol-1441/recsys2015_poster3.pdf
[w8]
Davide Feltoni Gurini, Fabio Gasparetti, Alessandro Micarelli, and Giuseppe Sansonetti. Analysis of sentiment communities in online networks. In Christoph Trattner, Denis Parra, Peter Brusilovsky, and Leandro Balby Marinho, editors, Proceedings of the International Workshop on Social Personalisation & Search, SPS 2015, co-located with the 38th Annual ACM SIGIR Conference (SIGIR 2015), Santiago de Chile, Chile, August 9-13, 2015., volume 1421 of CEUR Workshop Proceedings, pages 17–20. CEUR-WS.org, 2015. URL http://ceur-ws.org/Vol-1421/paper4.pdf
[w7]
Davide Feltoni Gurini, Fabio Gasparetti, Alessandro Micarelli, and Giuseppe Sansonetti. A sentiment-based approach to twitter user recommendation. In Bamshad Mobasher, Dietmar Jannach, Werner Geyer, Jill Freyne, Andreas Hotho, Sarabjot Singh Anand, and Ido Guy, editors, Proceedings of the Fifth ACM RecSys Workshop on Recommender Systems and the Social Web co-located with the 7th ACM Conference on Recommender Systems (RecSys 2013), Hong Kong, China, October 13, 2013., volume 1066 of CEUR Workshop Proceedings. CEUR-WS.org, 2013. URL http://ceur-ws.org/Vol-1066/Paper5.pdf
[w6]
Claudio Biancalana, Fabio Gasparetti, Alessandro Micarelli, Alfonso Miola, and Giuseppe Sansonetti. Folksonomy-based adaptive query expansion. In Eelco Herder, Kalina Yacef, Li Chen, and Stephan Weibelzahl, editors, Workshop and Poster Proceedings of the 20th Conference on User Modeling, Adaptation, and Personalization, Montreal, Canada, July 16-20, 2012, volume 872 of CEUR Workshop Proceedings. CEUR-WS.org, 2012. URL http://ceur-ws.org/Vol-872/srs2012_paper_1.pdf
[w5]
Claudio Biancalana, Fabio Gasparetti, Alessandro Micarelli, Alfonso Miola, and Giuseppe Sansonetti. Context-aware movie recommendation based on signal processing and machine learning. In Proceedings of the 2Nd Challenge on Context-Aware Movie Recommendation, CAMRa ’11, pages 5–10, New York, NY, USA, 2011. ACM. ISBN 978-1-4503-0825-0. doi: 10.1145/2096112.2096114. URL http://dx.doi.org/10.1145/2096112.2096114
[w4]
Alfredo Di Napoli, Fabio Gasparetti, Alessandro Micarelli, and Giuseppe Sansonetti. A step toward personalized social geotagging. In Proceedings of IUI 2010 Workshop on Social Recommender Systems, 2011
[w3]
Claudio Biancalana, Fabio Gasparetti, and Alessandro Micarelli. Knowledge retrieval and personalization in virtual enterprises. In WMSCI 2008 - The 12th World Multi-Conference on Systemics, Cybernetics and Informatics, Jointly with the 14th International Conference on Information Systems Analysis and Synthesis, ISAS 2008 - Proc., volume 6, pages 195–201, 2008
[w2]
Fabio Gasparetti, Alessandro Micarelli, and Giuseppe Sansonetti. Towards modeling of information needs in web-browsing activities. In Proceedings of the 25th Annual Workshop of European Society for the Study of Cognitive Systems, 2008
[w1]
Fabio Gasparetti, Universitŕ Degli Studi, and Alessandro Micarelli. User profile generation based on a memory retrieval theory. In in Proceedings of the 1st International Workshop on Web Personalization, Recommender Systems and Intelligent User Interfaces, WPRSIUI 2005, pages 3–7, 2005

Invited Talks

[j5]
[i4]
Fabio Gasparetti. Recent advancements in ML for improving information acquisition for awareness in Cybersecurity context. Workshop on Smart Learning for Cybersecurity Securing Industrial Control Systems, funded by Cassini Program 2019. Rome, Italy, 22 November, 2019. Invited Talk
[i3]
Fabio Gasparetti. Round table conference on “La distribuzione tra intelligenza artificiale e abitudini di consumo” (The retail between Artificial Intelligence and consumer habits) organized by Confcommercio. Rome, Italy. 12 April, 2018. Partecipation by invitation
[i2]
Fabio Gasparetti. Improving News Recommendation by Monitoring the Perception of News Content on Social Networks: A Methodology. Workshop of the Israel Science Foundation on: User Modeling and Recommender Systems, organized by Tsvi Kuflik. Haifa, Israel, 17-19 July, 2017. Invited Talk
[i1]
Fabio Gasparetti. Exploring folksonomies for adaptive query expansion. SASWeb 2012: Semantic and Adaptive Social Web workshop, organized by Lora Aroyo, Federica Cena, Antonina Dattolo, Pasquale Lops, Julita Vassileva. In conjunction with the 20th Conference on User Modeling, Adaptation, and Personalization. Montreal, Canada, 16-20 July, 2012. Invited Talk

Contributions to Encyclopedias

[e1]
Fabio Gasparetti, Alessandro Micarelli, and Giuseppe Sansonetti. Community detection and recommender systems. In Reda Alhajj and Jon Rokne, editors, Encyclopedia of Social Network Analysis and Mining, pages 1–14. Springer New York, New York, NY, 2017. ISBN 978-1-4614-7163-9. doi: 10.1007/978-1-4614-7163-9_110160-1. URL https://doi.org/10.1007/978-1-4614-7163-9_110160-1

Guest editor of Special Issues

[si2]
Fabio Gasparetti, Damianos Gavalas, Sergio Ilarri, Francesco Ricci, and Zhiwen Yu (eds). Special issue on Mining Social Networks for Local Search and Location-based Recommender Systems - Journal of Personal and Ubiquitous Computing, volume -. Springer, - 2018. (lead guest editor: Fabio Gasparetti)
[si1]
Federica Cena, Fabio Gasparetti, Damianos Gavalas, Shuk Y. Ho, Bin Liu, and Dingqi Yang. Advances in personalized mobile services. Mobile Information Systems, 2018:1–2, jun 2018. doi: 10.1155/2018/6047696. URL https://doi.org/10.1155/2018/6047696. (lead guest editor: Fabio Gasparetti; Special Issue by invitation)

Principal achievements of the track record are summarized as follows: