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1

Using social media to characterize urban mobility patterns: State-of-the-art survey and case-study

Manca, Matteo, Boratto, Ludovico, Morell Roman, Victor, Martori i Gallissà, Oriol, Kaltenbrunner, Andreas

Journal:

Online Social Networks and Media

Année:

2017

Langue:

english

Fichier:

PDF, 3.33 MB

english, 2017

2

Semantics-aware content-based recommender systems: Design and architecture guidelines

Boratto, Ludovico, Carta, Salvatore, Fenu, Gianni, Saia, Roberto

Journal:

Année:

2017

Langue:

english

Fichier:

PDF, 1.23 MB

english, 2017

3

Modeling real-time data and contextual information from workouts in eCoaching platforms to predict users’ sharing behavior on Facebook

Boratto, Ludovico, Carta, Salvatore, Ibba, Federico, Mulas, Fabrizio, Pilloni, Paolo

Journal:

User Modeling and User-Adapted Interaction

Année:

2019

Langue:

english

Fichier:

PDF, 507 KB

english, 2019

4

Data-driven user behavioral modeling: from real-world behavior to knowledge, algorithms, and systems

Boratto, Ludovico, Vargiu, Eloisa

Journal:

Journal of Intelligent Information Systems

Année:

2020

Langue:

english

Fichier:

PDF, 127 KB

english, 2020

5

Connecting user and item perspectives in popularity debiasing for collaborative recommendation

Boratto, Ludovico, Fenu, Gianni, Marras, Mirko

Journal:

Information Processing & Management

Année:

2021

Fichier:

PDF, 635 KB

2021

6

ART: group recommendation approaches for automatically detected groups

Boratto, Ludovico, Carta, Salvatore

Journal:

International Journal of Machine Learning and Cybernetics

Année:

2015

Langue:

english

Fichier:

PDF, 2.54 MB

english, 2015

7

Investigating the Role of the Rating Prediction Task in Granularity-Based Group Recommender Systems and Big Data Scenarios

Boratto, Ludovico, Carta, Salvatore, Fenu, Gianni

Journal:

Information Sciences

Année:

2016

Langue:

english

Fichier:

PDF, 1.06 MB

english, 2016

8

[ACM Press the 10th ACM Conference - Boston, Massachusetts, USA (2016.09.15-2016.09.19)] Proceedings of the 10th ACM Conference on Recommender Systems - RecSys '16 - Group Recommender Systems

Boratto, Ludovico

Année:

2016

Langue:

english

Fichier:

PDF, 388 KB

english, 2016

9

Influence of Rating Prediction on Group Recommendation's Accuracy

Boratto, Ludovico, Carta, Salvatore, Fenu, Gianni, Mulas, Fabrizio, Pilloni, Paolo

Journal:

IEEE Intelligent Systems

Année:

2016

Langue:

english

Fichier:

PDF, 231 KB

english, 2016

10

Who You Should Not Follow: Extracting Word Embeddings from Tweets to Identify Groups of Interest and Hijackers in Demonstrations

Recalde, Lorena, Mendieta, Jonathan, Boratto, Ludovico, Teran, Luis, Vaca, Carmen, Baquerizo, Gabriela

Journal:

IEEE Transactions on Emerging Topics in Computing

Année:

2017

Langue:

english

Fichier:

PDF, 6.05 MB

english, 2017

11

Recommender System Lets Coaches Identify and Help Athletes Who Begin Losing Motivation

Pilloni, Paolo, Piras, Luca, Carta, Salvatore, Fenu, Gianni, Mulas, Fabrizio, Boratto, Ludovico

Journal:

Année:

2018

Langue:

english

Fichier:

PDF, 405 KB

english, 2018

12

[IEEE 2016 Global Summit on Computer & Information Technology (GSCIT) - Sousse, Tunisia (2016.7.16-2016.7.18)] 2016 Global Summit on Computer & Information Technology (GSCIT) - Analysis of the Properties that Affect the Accuracy of a Group Recommender System

Boratto, Ludovico, Carta, Salvatore, Fenu, Gianni

Année:

2016

Langue:

english

Fichier:

PDF, 352 KB

english, 2016

13

Integrating a cognitive assistant within a critique-based recommender system

GÃ¼ell, Marc, SalamÃ³, Maria, Contreras, David, Boratto, Ludovico

Journal:

Cognitive Systems Research

Année:

2020

Fichier:

PDF, 1016 KB

2020

14

[IEEE 2013 Second International Conference on Future Generation Communication Technology (FGCT) - London, United Kingdom (2013.11.12-2013.11.14)] Second International Conference on Future Generation Communication Technologies (FGCT 2013) - Using new communication technologies and social media interaction to improve the motivation of users to exercise

Mulas, Fabrizio, Pilloni, Paolo, Manca, Matteo, Boratto, Ludovico, Carta, Salvatore

Année:

2013

Langue:

english

Fichier:

PDF, 337 KB

english, 2013

15

[IEEE 2013 IEEE 4th International Conference on Cognitive Infocommunications (CogInfoCom) - Budapest, Hungary (2013.12.2-2013.12.5)] 2013 IEEE 4th International Conference on Cognitive Infocommunications (CogInfoCom) - Linking Human-Computer Interaction with the Social Web: A web application to improve motivation in the exercising activity of users

Mulas, Fabrizio, Pilloni, Paolo, Manca, Matteo, Boratto, Ludovico, Carta, Salvatore

Année:

2013

Langue:

english

Fichier:

PDF, 2.40 MB

english, 2013

16

[IEEE 2014 Science and Information Conference (SAI) - London, UK (2014.8.27-2014.8.29)] 2014 Science and Information Conference - Design and architecture of a friend recommender system in the social bookmarking domain

Manca, Matteo, Boratto, Ludovico, Carta, Salvatore

Année:

2014

Langue:

english

Fichier:

PDF, 190 KB

english, 2014

17

[IEEE 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Milan, Italy (2009.09.15-2009.09.18)] 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Group Recommendation with Automatic Identification of Users Communities

Boratto, Ludovico, Carta, Salvatore, Chessa, Alessandro, Agelli, Maurizio, Clemente, M. Laura

Année:

2009

Langue:

english

Fichier:

PDF, 524 KB

english, 2009

18

The rating prediction task in a group recommender system that automatically detects groups: architectures, algorithms, and performance evaluation

Boratto, Ludovico, Carta, Salvatore

Journal:

Journal of Intelligent Information Systems

Année:

2015

Langue:

english

Fichier:

PDF, 1.48 MB

english, 2015

19

[ACM Press the 4th International Conference - Thessaloniki, Greece (2014.06.02-2014.06.04)] Proceedings of the 4th International Conference on Web Intelligence, Mining and Semantics (WIMS14) - WIMS '14 - Modeling the Preferences of a Group of Users Detected by Clustering

Boratto, Ludovico, Carta, Salvatore

Année:

2014

Langue:

english

Fichier:

PDF, 351 KB

english, 2014

20

Discovery and representation of the preferences of automatically detected groups: Exploiting the link between group modeling and clustering

Boratto, Ludovico, Carta, Salvatore, Fenu, Gianni

Journal:

Future Generation Computer Systems

Année:

2015

Langue:

english

Fichier:

PDF, 1.59 MB

english, 2015

21

Behavioral data mining to produce novel and serendipitous friend recommendations in a social bookmarking system

Manca, Matteo, Boratto, Ludovico, Carta, Salvatore

Journal:

Information Systems Frontiers

Année:

2015

Langue:

english

Fichier:

PDF, 892 KB

english, 2015

22

[IEEE 2015 IEEE International Congress on Big Data (BigData Congress) - New York City, NY, USA (2015.6.27-2015.7.2)] 2015 IEEE International Congress on Big Data - A Latent Semantic Pattern Recognition Strategy for an Untrivial Targeted Advertising

Saia, Roberto, Boratto, Ludovico, Carta, Salvatore

Année:

2015

Langue:

english

Fichier:

PDF, 596 KB

english, 2015

23

[IEEE 2015 Science and Information Conference (SAI) - London, United Kingdom (2015.7.28-2015.7.30)] 2015 Science and Information Conference (SAI) - A new perspective on recommender systems: A class path information model

Saia, Roberto, Boratto, Ludovico, Carta, Salvatore

Année:

2015

Langue:

english

Fichier:

PDF, 120 KB

english, 2015

24

Using neural word embeddings to model user behavior and detect user segments

Boratto, Ludovico, Carta, Salvatore, Fenu, Gianni, Saia, Roberto

Journal:

Knowledge-Based Systems

Année:

2016

Langue:

english

Fichier:

PDF, 945 KB

english, 2016

25

Binary sieves: Toward a semantic approach to user segmentation for behavioral targeting

Saia, Roberto, Boratto, Ludovico, Carta, Salvatore, Fenu, Gianni

Journal:

Future Generation Computer Systems

Année:

2016

Langue:

english

Fichier:

PDF, 640 KB

english, 2016

26

A semantic approach to remove incoherent items from a user profile and improve the accuracy of a recommender system

Saia, Roberto, Boratto, Ludovico, Carta, Salvatore

Journal:

Journal of Intelligent Information Systems

Année:

2016

Langue:

english

Fichier:

PDF, 1.04 MB

english, 2016

27

The role of social interaction on users motivation to exercise: A persuasive web framework to enhance the self-management of a healthy lifestyle

Boratto, Ludovico, Carta, Salvatore, Fenu, Gianni, Manca, Matteo, Mulas, Fabrizio, Pilloni, Paolo

Journal:

Pervasive and Mobile Computing

Année:

2016

Langue:

english

Fichier:

PDF, 3.22 MB

english, 2016

28

[ACM Press the 8th ACM SIGCHI Symposium - Brussels, Belgium (2016.06.21-2016.06.24)] Proceedings of the 8th ACM SIGCHI Symposium on Engineering Interactive Computing Systems - EICS '16 - Workshop on engineering human-computer interaction in recommender systems

Boratto, Ludovico, Spano, Lucio Davide, Carta, Salvatore, Fenu, Gianni

Année:

2016

Langue:

english

Fichier:

PDF, 521 KB

english, 2016

29

[IEEE 2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW) - Barcelona, Spain (2016.12.12-2016.12.15)] 2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW) - Exploiting a Determinant-Based Metric to Evaluate a Word-Embeddings Matrix of Items

Boratto, Ludovico, Carta, Salvatore, Fenu, Gianni, Saia, Roberto

Année:

2016

Langue:

english

Fichier:

PDF, 359 KB

english, 2016

30

A multi-biometric system for continuous student authentication in e-learning platforms

Gianni, Fenu, Mirko, Marras, Ludovico, Boratto

Journal:

Pattern Recognition Letters

Année:

2017

Langue:

english

Fichier:

PDF, 656 KB

english, 2017

31

An e-coaching ecosystem: design and effectiveness analysis of the engagement of remote coaching on athletes

Boratto, Ludovico, Carta, Salvatore, Mulas, Fabrizio, Pilloni, Paolo

Journal:

Personal and Ubiquitous Computing

Année:

2017

Langue:

english

Fichier:

PDF, 2.65 MB

english, 2017

32

Influence of Rating Prediction on the Accuracy of a Group Recommender System that Detects Groups

Boratto, Ludovico, Carta, Salvatore, Fenu, Gianni, Mulas, Fabrizio, Pilloni, Paolo

Journal:

IEEE Intelligent Systems

Année:

2017

Langue:

english

Fichier:

PDF, 329 KB

english, 2017

33

[ACM Press the 28th ACM Conference - Prague, Czech Republic (2017.07.04-2017.07.07)] Proceedings of the 28th ACM Conference on Hypertext and Social Media - HT '17 - Detection of Trending Topic Communities

Recalde, Lorena, Nettleton, David F., Baeza-Yates, Ricardo, Boratto, Ludovico

Année:

2017

Langue:

english

Fichier:

PDF, 1.15 MB

english, 2017

34

[IEEE 2016 Global Summit on Computer & Information Technology (GSCIT) - Sousse, Tunisia (2016.7.16-2016.7.18)] 2016 Global Summit on Computer & Information Technology (GSCIT) - Exploiting the Evaluation Frequency of the Items to Enhance the Recommendation Accuracy

Saia, Roberto, Boratto, Ludovico, Carta, Salvatore

Année:

2016

Langue:

english

Fichier:

PDF, 198 KB

english, 2016

35

Introduction to the Special Issue on Human–Computer Interaction and the Social Web

Carta, Salvatore, Boratto, Ludovico

Journal:

Future Internet

Année:

2016

Langue:

english

Fichier:

PDF, 152 KB

english, 2016

36

Advances in Computer-Human Interaction for Recommender Systems (AdCHIReS)

Davide Spano, Lucio, Boratto, Ludovico

Journal:

International Journal of Human-Computer Studies

Année:

2018

Langue:

english

Fichier:

PDF, 451 KB

english, 2018

37

[ACM Press Companion of the The Web Conference 2018 - Lyon, France (2018.04.23-2018.04.27)] Companion of the The Web Conference 2018 on The Web Conference 2018 - WWW '18 - BarcelonaNow

Marras, Mirko, Manca, Matteo, Boratto, Ludovico, Fenu, Gianni, Laniado, David

Année:

2018

Langue:

english

Fichier:

PDF, 3.07 MB

english, 2018

38

Guest Editorial: Behavioral-Data Mining in Information Systems and the Big Data Era

Boratto, Ludovico, Carta, Salvatore, Kaltenbrunner, Andreas, Manca, Matteo

Journal:

Information Systems Frontiers

Année:

2018

Langue:

english

Fichier:

PDF, 341 KB

english, 2018

39

[ACM Press the ACM SIGCHI Symposium - Lisbon, Portugal (2017.06.26-2017.06.29)] Proceedings of the ACM SIGCHI Symposium on Engineering Interactive Computing Systems - EICS '17 - Second workshop on engineering computer-human interaction in recommender systems (EnCHIReS)

Boratto, Ludovico, Carta, Salvatore, Fenu, Gianni

Année:

2017

Langue:

english

Fichier:

PDF, 367 KB

english, 2017

40

On the negative impact of social influence in recommender systems: A study of bribery in collaborative hybrid algorithms

Ramos, Guilherme, Boratto, Ludovico, Caleiro, Carlos

Journal:

Information Processing & Management

Année:

2019

Langue:

english

Fichier:

PDF, 1.33 MB

english, 2019

41

On the negative impact of social influence in recommender systems: A study of bribery in collaborative hybrid algorithms

Ramos, Guilherme, Boratto, Ludovico, Caleiro, Carlos

Journal:

Information Processing & Management

Année:

2019

Fichier:

PDF, 1.33 MB

2019

42

Guest editorial: social media for personalization and search

Boratto, Ludovico, Kaltenbrunner, Andreas, Stilo, Giovanni

Journal:

Information Retrieval

Année:

2019

Fichier:

PDF, 421 KB

2019

43

Characterizing user behavior in journey planning

Boratto, Ludovico, Manca, Matteo, Lugano, Giuseppe, Gogola, MariÃ¡n

Journal:

Année:

2020

Fichier:

PDF, 735 KB

2020

44

[Communications in Computer and Information Science] Bias and Social Aspects in Search and Recommendation Volume 1245 (First International Workshop, BIAS 2020, Lisbon, Portugal, April 14, Proceedings) ||

Boratto, Ludovico, Faralli, Stefano, Marras, Mirko, Stilo, Giovanni

Année:

2020

Fichier:

PDF, 18.69 MB

2020