SWAP - Semantic Web Access and Personalization Research Group - MarcoPolignano

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title="An Emotion-driven Approach for Aspect-based Opinion Mining",

author="Polignano, Marco and Pierpaolo, Basile and De Gemmis, Marco and Semeraro, Giovanni",

booktitle="Proceedings of the 9th Italian Information Retrieval Workshop",

editor = "Nicola Tonellotto and Luca Becchetti and Marko Tkal{\v{c}}i{\v{c}}",

volume="2140",

url = "http://ceur-ws.org/Vol-2140/",

year="2018"

to:

author={Polignano, Marco and Pierpaolo, Basile and De Gemmis, Marco and Semeraro, Giovanni},

title={An Emotion-driven Approach for Aspect-based Opinion Mining},

booktitle={Proceedings of the 9th Italian Information Retrieval Workshop},

editor = {Nicola Tonellotto and Luca Becchetti and Marko Tkal{\v{c}}i{\v{c}}},

volume={2140},

year={2018},

url={http://ceur-ws.org/Vol-2140/}

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Please cite:

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Please cite:

@inproceedings{polignano2018emotion,

title="An Emotion-driven Approach for Aspect-based Opinion Mining",

author="Polignano, Marco and Pierpaolo, Basile and De Gemmis, Marco and Semeraro, Giovanni",

booktitle="Proceedings of the 9th Italian Information Retrieval Workshop",

editor = "Nicola Tonellotto and Luca Becchetti and Marko Tkal{\v{c}}i{\v{c}}",

volume="2140",

url = "http://ceur-ws.org/Vol-2140/",

year="2018"

}

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Emotion-driven Opinion Mining, 400k categorized news, 1.3M general social media messages: <Link temporarily disabled>

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Emotion-driven Opinion Mining, 400k categorized news, 1.3M general social media messages: http://bit.ly/2AftYeZ

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Marco Polignano: The Infuence of User's Emotions in Recommender Systems for Decision Making Processes. In Doctoral Consortium of CHItaly 2015. In CEUR Workshop Proceedings - ISSN:1613-0073 vol. 1462, pp.58-66, 2015 http://ceur-ws.org/Vol-1462/

to:

Marco Polignano: The Influence of User's Emotions in Recommender Systems for Decision Making Processes. In Doctoral Consortium of CHItaly 2015. In CEUR Workshop Proceedings - ISSN:1613-0073 vol. 1462, pp.58-66, 2015 http://ceur-ws.org/Vol-1462/

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• BigDat 2017, 3rd International Winter School on Big Data, Bari, Italy, February 13-17, 2017

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• BigDat 2017, 3rd International Winter School on Big Data, Bari, Italy, February 13-17, 2017

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HealthNet:Recommender system and backoffice for HealthNet (The Health Social network), "Apulian ICT Living Labs" P.O. FESR PUGLIA 2007-2013 - Asse I - Linea di Intervento 1.4 - Azio-ne 1.4.2. - A.D. n. 307 del 31.07.2012.
PARSECO: Recommender systems and backoffice for Web Portal realized to increase the recycle of used domestic oils, "Apulian ICT Living Labs" P.O. FESR PUGLIA 2007-2013 - Asse I - Linea di Intervento 1.4 - Azio-ne 1.4.2. - A.D. n. 307 del 31.07.2012.

to:

HealthNet:Recommender system and back office for HealthNet (The Health Social network), "Apulian ICT Living Labs" P.O. FESR PUGLIA 2007-2013 - Asse I - Linea di Intervento 1.4 - Azio-ne 1.4.2. - A.D. n. 307 del 31.07.2012.
PARSECO: Recommender systems and back office for Web Portal realized to increase the recycling of used domestic oils, "Apulian ICT Living Labs" P.O. FESR PUGLIA 2007-2013 - Asse I - Linea di Intervento 1.4 - Azio-ne 1.4.2. - A.D. n. 307 del 31.07.2012.

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Approved application for a Microsoft Azure Research Award 2016 - Microsoft Azure sponsorship up to USD $20,000.00

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Approved application for a Microsoft Azure Research Award 2016 - Microsoft Azure sponsorship up to USD 20,000.00

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Emotional-driven Opinion Mining, 400k categorized news, 1.3M general social media messages: <Link temporarily disabled>

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Emotion-driven Opinion Mining, 400k categorized news, 1.3M general social media messages: <Link temporarily disabled>

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Weak sentiment Analysis and features extraction

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Sentiment Analysis and features extraction

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Released Datasets

Emotional-driven Opinion Mining, 400k categorized news, 1.3M general social media messages: <Link temporarily disabled>

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PhD Student

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Postdoctoral Researcher

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Swap Laboratory, 4th Floor

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Room 759, 7th Floor

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PC member of IUI 2018, 23rd International Conference of Intelligent User interfaces, 7-11 March 2018 – Tokyo, Japan

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PC member of IUI 2018, 23rd International Conference of Intelligent User interfaces, 7-11 March 2018 – Tokyo, Japan

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PC member of IUI 2018, 23rd International Conference of Intelligent User interfaces, 7-11 March 2018 – Tokyo, Japan

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Fedelucio Narducci, Cataldo Musto, Marco Polignano, Marco de Gemmis, Pasquale Lops,Giovanni Semeraro:Towards a patient-centered medicine: the HealthNet Social Network. 5th International Conference on Digital Health colocated with WWW, 2015

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BigDat 2017, 3rd International Winter School on Big Data, Bari, Italy, February 13-17, 2017

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Reviewer fo IEEE Access (The Multidisciplinary Open Access Journal) http://ieeeaccess.ieee.org/

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de Gemmis, M., Lops, P., Polignano, M.: Recommender Systems, Basics Of, pp. 1–13. Springer New York, New York, NY (2017), http://dx.doi.org/10.1007/978-1-4614- 7163-9_110158-1

to:

de Gemmis, M., Lops, P., Polignano, M.: Recommender Systems, Basics Of, pp. 1–13. Springer New York, New York, NY (2017), http://dx.doi.org/10.1007/978-1-4614-7163-9_110158-1

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Marco Polignano, Fedelucio Narducci, Marco de Gemmis, Giovanni Semeraro: Do you feel blue? Detection of negative feeling from social media. AI*IA 2017 Advances in Artificial Intelligence. Springer International Publishing, 2017.

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Development of the Retrieval algorithm based on a structured semantic knowledge-base for dealing with earth observation images obtained from the COPERNICUS earth monitoring project http://www.copernicus.eu/

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Development of the Retrieval algorithm based on a structured semantic knowledge-base for dealing with earth observation images obtained from the COPERNICUS earth monitoring project

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Marco de Gemmis, Pasquale Lops, Marco Polignano: Recommender Systems, Basics of. In Encyclopedia of Social Network Analysis and Mining, Springer, 2017.

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de Gemmis, M., Lops, P., Polignano, M.: Recommender Systems, Basics Of, pp. 1–13. Springer New York, New York, NY (2017), http://dx.doi.org/10.1007/978-1-4614- 7163-9_110158-1

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• BigDat 2017, 3rd International Winter School on Big Data, Bari, Italy, February 13-17, 2017

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BigDat 2017, 3rd International Winter School on Big Data, Bari, Italy, February 13-17, 2017

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• SoMePeAS: Workshop on Social Media for Personalization And Search 2017. European Conference on Information Retrieval - ECIR 2017 - 9th April 2017, Aberdeen, Scotland (UK)

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• 11th ACM Conference on Recommender Systems (RecSys 2017) - International Conference. Como (Italy), 27th-31st August 2017. Main Conference.

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Students Tutor and Auditor of 2° level Master in "DATA SCIENCE: Metodologie, analisi, progettazione, soluzioni" Polytechnique of Bari, (Italy) And Spegea - Business School. http://www.poliba.it/it/didattica/master

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Students' Tutor and Auditor of 2° level Master in "DATA SCIENCE: Metodologie, analisi, progettazione, soluzioni" Polytechnique of Bari, (Italy) And Spegea - Business School. http://www.poliba.it/it/didattica/master

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http://1000logos.net/wp-content/uploads/2017/03/LinkedIn-Logo.png https://www.linkedin.com/in/marco-polignano-a67a1a28/ \\\\\\

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http://1000logos.net/wp-content/uploads/2017/03/LinkedIn-Logo.png https://www.linkedin.com/in/marco-polignano-a67a1a28/ \\\\

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http://1000logos.net/wp-content/uploads/2017/03/LinkedIn-Logo.png https://www.linkedin.com/in/marco-polignano-a67a1a28/

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LinkedIn: https://www.linkedin.com/in/marco-polignano-a67a1a28/

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http://1000logos.net/wp-content/uploads/2017/03/LinkedIn-Logo.png https://www.linkedin.com/in/marco-polignano-a67a1a28/

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LinkedIn: https://www.linkedin.com/in/marco-polignano-a67a1a28/

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Students Tutor and Auditor of 2° level Master in "DATA SCIENCE: Metodologie, analisi, progettazione, soluzioni" Polytechnique of Bari, (Italy) And Spegea - Business School. http://www.poliba.it/it/didattica/master

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Students Tutor and Auditor of 2° level Master in "DATA SCIENCE: Metodologie, analisi, progettazione, soluzioni" Polytechnique of Bari, (Italy) And Spegea - Business School. http://www.poliba.it/it/didattica/master

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Students Tutor and Auditor of 2° level Master in "DATA SCIENCE: Metodologie, analisi, progettazione, soluzioni" Polytechnique of Bari, (Italy) And Spegea - Business School. http://www.poliba.it/it/didattica/master

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Students Tutor and Auditor of 2° level Master in "DATA SCIENCE: Metodologie, analisi, progettazione, soluzioni" Polytechnique of Bari, (Italy) And Spegea - Business School. http://www.poliba.it/it/didattica/master

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Students Tutor and Auditor of 2° level Master in "DATA SCIENCE: Metodologie, analisi, progettazione, soluzioni" Polytechnique of Bari, (Italy) And Spegea - Business School. http://www.poliba.it/it/didattica/master

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Annexes

Local Organizer AixiA 2017 Conference of Artificial Intelligence http://aiia2017.di.uniba.it/
PC Member INTELLI 2017 https://www.iaria.org/conferences2017/ComINTELLI17.html
Member of AixiA 2014 – 2015 – 2016 (Italian Association of Artificial Intelligence) http://www.aixia.it/
Member of IxDA 2015 (International Association of Interaction Design) http://ixda.org/
Member of CINI 2015 -2016 (National Consortium for University and IT) https://www.consorzio-cini.it/index.php
Member of IARIA 2016 (International Academy, Research, and Industry Association) https://www.iaria.org/
Member of ACM 2017 (Association for Computing Machinery) http://www.acm.org/
Approved application for a Microsoft Azure Research Award 2016 - Microsoft Azure sponsorship up to USD $20,000.00

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Research Interests and Activities | Publications | Conferences | Teaching | European Experiences

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Projects

MAIVISTO: Massive Adaptive Internet VIdeo STreaming using the clOud: Bando MIUR Start up (D.D 436 del 13 Marzo 2013) – Linea 1 Big Data. Design and implementation of a multimedia recommender system with innovative strategies for overcoming the Cold-Start problem.

   Partners: Quavlive, Polithecnic of Bari, Uniba, ARS, I-Cube

Digital Services Ecosystem DSE: PON03PE_00136_1, ICT/Tecnologie per Smart Communities. Design and implementation of a recommender system for services used as support tools during the software implementation.
HealthNet:Recommender system and backoffice for HealthNet (The Health Social network), "Apulian ICT Living Labs" P.O. FESR PUGLIA 2007-2013 - Asse I - Linea di Intervento 1.4 - Azio-ne 1.4.2. - A.D. n. 307 del 31.07.2012.
PARSECO: Recommender systems and backoffice for Web Portal realized to increase the recycle of used domestic oils, "Apulian ICT Living Labs" P.O. FESR PUGLIA 2007-2013 - Asse I - Linea di Intervento 1.4 - Azio-ne 1.4.2. - A.D. n. 307 del 31.07.2012.

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Research Interests and Activities | Publications | Conferences | Teaching | European Experiences

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Research Interests and Activities | Publications | Conferences | Teaching | Projects

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Research Interests and Activities | Publications | Conferences | Teaching | European Experiences

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Projects

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European Experiences

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Research Interests and Activities | Publications | Conferences | Teaching | Projects

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Research Interests and Activities | Publications | Conferences | Teaching | European Experiences

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Collaboration in the European Horizon 2020, Marie Skłodowska-Curie actions - Research Fellowship Programme, project SEO-DWARF (Semantic EO Data Web Alert and Retrieval Framework): Programme/Call: H2020 — H2020-MSCA-RISE-2015Proposal: 691071. Development of the Retrieval algorithm based on a structured semantic knowledge-base for dealing with earth observation images obtained from the COPERNICUS earth monitoring project http://www.copernicus.eu/

to:

Collaboration in the European Horizon 2020, Marie Skłodowska-Curie actions - Research Fellowship Programme, project SEO-DWARF (Semantic EO Data Web Alert and Retrieval Framework): Programme/Call: H2020 — H2020-MSCA-RISE-2015 Proposal: 691071.

Development of the Retrieval algorithm based on a structured semantic knowledge-base for dealing with earth observation images obtained from the COPERNICUS earth monitoring project http://www.copernicus.eu/

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Marie Skłodowska-Curie actions

SEO-DWARF (Semantic EO Data Web Alert and Retrieval Framework)

Research Fellowship Programme: Planetek Hellas, Athens Greece - http://www.planetek.gr/

Collaboration in the European Horizon 2020, Marie Skłodowska-Curie actions - Research Fellowship Programme, project SEO-DWARF (Semantic EO Data Web Alert and Retrieval Framework): Programme/Call: H2020 — H2020-MSCA-RISE-2015Proposal: 691071. Development of the Retrieval algorithm based on a structured semantic knowledge-base for dealing with earth observation images obtained from the COPERNICUS earth monitoring project http://www.copernicus.eu/ https://seo-dwarf.eu/

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Research Interests and Activities | Publications | Conferences | Teaching

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Research Interests and Activities | Publications | Conferences | Teaching | Projects

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Projects

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Research Interests and Activities | Publications | Conferences | Teaching | Projects

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Marco Polignano: The Infuence of User's Emotions in Recommender Systems for Decision Making Processes. In Doctoral Consortium of CHItaly 2015. In CEUR Workshop Proceedings - ISSN:1613-0073 vol. 1462, pp.58-66, 2015

http://ceur-ws.org/Vol-1462/

Marco Polignano: A Framework for Emotion-aware Recommender Systems supporting Decision Making. Proceedings of Future Directions of Information Access FDIA, Pages:12-15, 2015

http://ewic.bcs.org/content/ConWebDoc/55223

Fedelucio Narducci, Cataldo Musto, Marco Polignano, Marco de Gemmis, Pasquale Lops,

Giovanni Semeraro: A Recommender System for Connecting Patients to the Right Doctors in the HealthNet Social Network. WWW (Companion Volume) Pages: 81 -82, 2015 http://www.www2015.it/documents/proceedings/companion/p81.pdf

Fedelucio Narducci, Cataldo Musto, Marco Polignano, Marco de Gemmis, Pasquale Lops,

Giovanni Semeraro:Towards a patient-centered medicine: the HealthNet Social Network. 5th International Conference on Digital Health colocated with WWW, 2015

Cataldo Musto, Giovanni Semeraro, Marco Polignano: A comparison of Lexicon-based approaches for Sentiment Analysis of microblog posts. Proceedings of the 8th International Workshop on Information Filtering and Retrieval co-located with XIII AI*IA Symposium on Artificial Intelligence, 2014

http://ceur-ws.org/Vol-1314/dart2014-complete.pdf

to:

Marco Polignano: The Infuence of User's Emotions in Recommender Systems for Decision Making Processes. In Doctoral Consortium of CHItaly 2015. In CEUR Workshop Proceedings - ISSN:1613-0073 vol. 1462, pp.58-66, 2015 http://ceur-ws.org/Vol-1462/
Marco Polignano: A Framework for Emotion-aware Recommender Systems supporting Decision Making. Proceedings of Future Directions of Information Access FDIA, Pages:12-15, 2015 http://ewic.bcs.org/content/ConWebDoc/55223
Fedelucio Narducci, Cataldo Musto, Marco Polignano, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro: A Recommender System for Connecting Patients to the Right Doctors in the HealthNet Social Network. WWW (Companion Volume) Pages: 81 -82, 2015http://www.www2015.it/documents/proceedings/companion/p81.pdf
Fedelucio Narducci, Cataldo Musto, Marco Polignano, Marco de Gemmis, Pasquale Lops,Giovanni Semeraro:Towards a patient-centered medicine: the HealthNet Social Network. 5th International Conference on Digital Health colocated with WWW, 2015
Cataldo Musto, Giovanni Semeraro, Marco Polignano: A comparison of Lexicon-based approaches for Sentiment Analysis of microblog posts. Proceedings of the 8th International Workshop on Information Filtering and Retrieval co-located with XIII AI*IA Symposium on Artificial Intelligence, 2014 http://ceur-ws.org/Vol-1314/dart2014-complete.pdf

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Marco Polignano, Pierpaolo Basile, Gaetano Rossiello, Marco De Gemmis and Giovanni Semeraro: Learning inclination to empathy from social media footprints. In Proceedings of UMAP '17, July 09-12, 2017, Bratislava, Slovakia. ACM ISBN 978-1-4503-4635-1/17/07.http://dx.doi.org/10.1145/3079628.3079639
Marco Polignano, Pierpaolo Basile, Gaetano Rossiello, Marco De Gemmis and Giovanni Semeraro: User's Social Media Profile as Predictor of Empathy. In Proceedings of UMAP'17 Adjunct, July 09-12, 2017, Bratislava, Slovakia

to:

Marco Polignano, Pierpaolo Basile, Gaetano Rossiello, Marco De Gemmis and Giovanni Semeraro: Learning inclination to empathy from social media footprints. In Proceedings of UMAP '17, July 09-12, 2017, Bratislava, Slovakia. ACM ISBN 978-1-4503-4635-1/17/07 http://dx.doi.org/10.1145/3079628.3079639
Marco Polignano, Pierpaolo Basile, Gaetano Rossiello, Marco De Gemmis and Giovanni Semeraro: User's Social Media Profile as Predictor of Empathy. In Proceedings of UMAP'17 Adjunct, July 09-12, 2017, Bratislava, Slovakia © 2017 Association for Computing Machinery. ACM ISBN 978-1-4503-5067-9/17/07 http://dx.doi.org/10.1145/3099023.3099103

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Fedelucio Narducci, Cataldo Musto, Marco Polignano, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro: Recommending Doctors and Health Facilities in the HealthNet Social Network. In Proceedings of the Workshop on Social Media for Personalization and Search co-located with 39th European Conference on Information Retrieval (ECIR 2017) - ISSN:1613-0073- Vol-1840 urn:nbn:de:0074-1840-0.

http://ceur-ws.org/Vol-1840/

Polignano Marco: Affective aspects as uncertain variables in decisional processes. In Doctoral Consortium of AI*IA 2016. In CEUR Workshop Proceedings - ISSN:1613-0073- Vol-1769 urn:nbn:de:0074-1769-9.

http://ceur-ws.org/Vol-1769/

to:

Fedelucio Narducci, Cataldo Musto, Marco Polignano, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro: Recommending Doctors and Health Facilities in the HealthNet Social Network. In Proceedings of the Workshop on Social Media for Personalization and Search co-located with 39th European Conference on Information Retrieval (ECIR 2017) - ISSN:1613-0073- Vol-1840 urn:nbn:de:0074-1840-0. http://ceur-ws.org/Vol-1840/
Polignano Marco: Affective aspects as uncertain variables in decisional processes. In Doctoral Consortium of AI*IA 2016. In CEUR Workshop Proceedings - ISSN:1613-0073- Vol-1769 urn:nbn:de:0074-1769-9. http://ceur-ws.org/Vol-1769/

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 http://ceur-ws.org/Vol-1485/

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Marco de Gemmis, Pasquale Lops, Marco Polignano: Recommender Systems, Basics of. In Proceedings of UMAP '17, July 09-12, 2017, Bratislava, Slovakia. ACM ISBN 978-1-4503-4635-1/17/07.

http://dx.doi.org/10.1145/3079628.3079639

Marco Polignano, Pierpaolo Basile, Gaetano Rossiello, Marco De Gemmis and Giovanni Semeraro: Learning inclination to empathy from social media footprints. In Proceedings of the 8th Italian Information Retrieval Workshop (IIR 2017).

to:

Marco de Gemmis, Pasquale Lops, Marco Polignano: Recommender Systems, Basics of. In Encyclopedia of Social Network Analysis and Mining, Springer, 2017.
Marco Polignano, Pierpaolo Basile, Gaetano Rossiello, Marco De Gemmis and Giovanni Semeraro: Learning inclination to empathy from social media footprints. In Proceedings of UMAP '17, July 09-12, 2017, Bratislava, Slovakia. ACM ISBN 978-1-4503-4635-1/17/07.http://dx.doi.org/10.1145/3079628.3079639
Marco Polignano, Pierpaolo Basile, Gaetano Rossiello, Marco De Gemmis and Giovanni Semeraro: User's Social Media Profile as Predictor of Empathy. In Proceedings of UMAP'17 Adjunct, July 09-12, 2017, Bratislava, Slovakia

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Marco de Gemmis, Pasquale Lops, Marco Polignano: Recommender Systems, Basics of. In Encyclopedia of Social Network Analysis and Mining, Springer, Editors: Reda Alhajj, Jon Rokne, 2017.

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Marco de Gemmis, Pasquale Lops, Marco Polignano: Recommender Systems, Basics of. In Proceedings of UMAP '17, July 09-12, 2017, Bratislava, Slovakia. ACM ISBN 978-1-4503-4635-1/17/07.

http://dx.doi.org/10.1145/3079628.3079639

Marco Polignano, Pierpaolo Basile, Gaetano Rossiello, Marco De Gemmis and Giovanni Semeraro: Learning inclination to empathy from social media footprints. In Proceedings of the 8th Italian Information Retrieval Workshop (IIR 2017).
Marco Polignano, Pierpaolo Basile, Gaetano Rossiello, Marco De Gemmis and Giovanni Semeraro: Empathic inclination from digital footprints. In Proceedings of the 8th Italian Information Retrieval Workshop (IIR 2017).

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Marco de Gemmis, Pasquale Lops, Marco Polignano: Recommender Systems, Basics of. In Encyclopedia of Social Network Analysis and Mining, Springer, Editors: Reda Alhajj, Jon Rokne, 2017.
Fedelucio Narducci, Cataldo Musto, Marco Polignano, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro: Recommending Doctors and Health Facilities in the HealthNet Social Network. In Proceedings of the Workshop on Social Media for Personalization and Search co-located with 39th European Conference on Information Retrieval (ECIR 2017) - ISSN:1613-0073- Vol-1840 urn:nbn:de:0074-1840-0.

http://ceur-ws.org/Vol-1840/

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Polignano Marco: Affective aspects as uncertain variables in decisional processes. In Doctoral Consortium of AI*IA 2016. In CEUR Workshop Proceedings - ISSN:1613-0073- Vol-1769 urn:nbn:de:0074-1769-9.

http://ceur-ws.org/Vol-1769/

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• SoMePeAS: Workshop on Social Media for Personalization And Search. European Conference on Information Retrieval - ECIR 2017 - 9th April 2017, Aberdeen, Scotland (UK)

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• SoMePeAS: Workshop on Social Media for Personalization And Search 2017. European Conference on Information Retrieval - ECIR 2017 - 9th April 2017, Aberdeen, Scotland (UK)

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• 15th Symposium on Artificial Intelligence (AI*IA) 2016. Genova (Italia), 28 - 1 Novembre 2016. Presentazione al Doctoral Symposium. Scholarship offerta da AI*IA Associazione Italiana per l'Intelligenza Artificiale

• SoMePeAS: Workshop on Social Media for Personalization And Search. European Conference on Information Retrieval - ECIR 2017 - 9th April 2017, Aberdeen, Scotland (UK)

• 8th Italian Information Retrieval Workshop (IIR 2017). Lugano (Switzerland), 5 - 7 Giugno 2017.

• User Modeling and Personalization (UMAP 2017) - International Conference. Bratislava (Slovakia), 9 - 12 Luglio 2017. Main Conference and HUM 2017 Workshop: HOLISTIC USER MODELING

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•Supporto alla didattica per Laboratorio di Informatica 2014/2015, Corso di Laurea in Informatica. Docente: Dr. Fabio Abbattista

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•Supporto alla didattica per Laboratorio di Informatica 2014/2015, Corso di Laurea in Informatica. Docente: Prof. Fabio Abbattista

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Polignano Marco; Marco de Gemmis: '''Recommender Systems supporting Decision Making through Analysis of User Emotions and Personality'''. In Doctoral Consortium of AI*IA 2015. In CEUR Workshop Proceedings - ISSN:1613-0073. http://ceur-ws.org/Vol-1485/

Marco Polignano: The Infuence of User's Emotions in Recommender Systems for Decision Making Processes. In Doctoral Consortium of CHItaly 2015. In CEUR Workshop Proceedings - ISSN:1613-0073 vol. 1462, pp.58-66, 2015

to:

Polignano Marco; Marco de Gemmis: Recommender Systems supporting Decision Making through Analysis of User Emotions and Personality. In Doctoral Consortium of AI*IA 2015. In CEUR Workshop Proceedings - ISSN:1613-0073.

http://ceur-ws.org/Vol-1485/

Marco Polignano: The Infuence of User's Emotions in Recommender Systems for Decision Making Processes. In Doctoral Consortium of CHItaly 2015. In CEUR Workshop Proceedings - ISSN:1613-0073 vol. 1462, pp.58-66, 2015

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Marco Polignano: A Framework for Emotion-aware Recommender Systems supporting Decision Making. Proceedings of Future Directions of Information Access FDIA, Pages:12-15, 2015

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Marco Polignano: A Framework for Emotion-aware Recommender Systems supporting Decision Making. Proceedings of Future Directions of Information Access FDIA, Pages:12-15, 2015

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Fedelucio Narducci, Cataldo Musto, Marco Polignano, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro: '''A Recommender System for Connecting Patients to the Right Doctors in the HealthNet Social Network'''. WWW (Companion Volume) Pages: 81 -82, 2015

to:

Fedelucio Narducci, Cataldo Musto, Marco Polignano, Marco de Gemmis, Pasquale Lops,

Giovanni Semeraro: A Recommender System for Connecting Patients to the Right Doctors in the HealthNet Social Network. WWW (Companion Volume) Pages: 81 -82, 2015

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Fedelucio Narducci, Cataldo Musto, Marco Polignano, Marco de Gemmis, Pasquale Lops,

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Fedelucio Narducci, Cataldo Musto, Marco Polignano, Marco de Gemmis, Pasquale Lops,

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Cataldo Musto, Giovanni Semeraro, Marco Polignano: '''A comparison of Lexicon-based approaches for Sentiment Analysis of microblog posts.''' Proceedings of the 8th International Workshop on Information Filtering and Retrieval co-located with XIII AI*IA Symposium on Artificial Intelligence, 2014

to:

Cataldo Musto, Giovanni Semeraro, Marco Polignano: A comparison of Lexicon-based approaches for Sentiment Analysis of microblog posts. Proceedings of the 8th International Workshop on Information Filtering and Retrieval co-located with XIII AI*IA Symposium on Artificial Intelligence, 2014

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• 13th Symposium on Artificial Intelligence (AI*IA) 2014. Pisa (Italia), 10 - 12 Dicembre 2014. Presentazione al Workshop MLDM.

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• 13th Symposium on Artificial Intelligence (AI*IA) 2014. Pisa (Italia), 10 - 12 Dicembre 2014. Presentazione al Workshop MLDM.

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• Future Directions in Information Access (FDIA) 2015. Thessaloniki (Greece), 2 Settembre 2015. Presentazione a conferenza principale più poster.

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• Future Directions in Information Access (FDIA) 2015. Thessaloniki (Greece), 2 Settembre 2015. Presentazione a conferenza principale più poster.

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• 14th Conference of the Italian Association for Artificial Intelligence (AI*IA) 2015. Ferrara (Italia), 23 - 25 September 2015. Presentazione a Doctoral Symposium più poster.

to:

• 14th Conference of the Italian Association for Artificial Intelligence (AI*IA) 2015. Ferrara (Italia), 23 - 25 September 2015. Presentazione a Doctoral Symposium più poster.

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• Computer Human Interaction Italy (CHItaly) 2015. Roma (Italia), 28-30 Settembre 2015. Presentazione a Doctoral Symposium.

to:

• Computer Human Interaction Italy (CHItaly) 2015. Roma (Italia), 28-30 Settembre 2015. Presentazione a Doctoral Symposium.

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• ESSIR 2015: Dott. Ioannis Kompatsiaris, Dott. Symeon Papadopoulos, Dott.ssa Theodora Tsikrika, Dott. Stefanos Vrochidis: “10th European Summer School in Information Retrieval ESSIR 2015”, Thessaloniki (Greece), 31 Agosto - 4 Settembre 2015

to:

• ESSIR 2015: Dott. Ioannis Kompatsiaris, Dott. Symeon Papadopoulos, Dott.ssa Theodora Tsikrika, Dott. Stefanos Vrochidis: “10th European Summer School in Information Retrieval ESSIR 2015”, Thessaloniki (Greece), 31 Agosto - 4 Settembre 2015

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Polignano Marco; Marco de Gemmis: Recommender Systems supporting Decision Making through Analysis of User Emotions and Personality. In Doctoral Consortium of AI*IA 2015. In CEUR Workshop Proceedings - ISSN:1613-0073. http://ceur-ws.org/Vol-1485/

Marco Polignano: The Infuence of User's Emotions in Recommender Systems for Decision Making Processes. In Doctoral Consortium of CHItaly 2015. In CEUR Workshop Proceedings - ISSN:1613-0073 vol. 1462, pp.58-66, 2015

to:

Polignano Marco; Marco de Gemmis: '''Recommender Systems supporting Decision Making through Analysis of User Emotions and Personality'''. In Doctoral Consortium of AI*IA 2015. In CEUR Workshop Proceedings - ISSN:1613-0073. http://ceur-ws.org/Vol-1485/

Marco Polignano: The Infuence of User's Emotions in Recommender Systems for Decision Making Processes. In Doctoral Consortium of CHItaly 2015. In CEUR Workshop Proceedings - ISSN:1613-0073 vol. 1462, pp.58-66, 2015

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Marco Polignano: "A Framework for Emotion-aware Recommender Systems supporting Decision Making". Proceedings of Future Directions of Information Access FDIA, Pages:12-15, 2015

to:

Marco Polignano: A Framework for Emotion-aware Recommender Systems supporting Decision Making. Proceedings of Future Directions of Information Access FDIA, Pages:12-15, 2015

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Giovanni Semeraro: “A Recommender System for Connecting Patients to the Right Doctors in the HealthNet Social Network”. WWW (Companion Volume) Pages: 81 -82, 2015

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Giovanni Semeraro: '''A Recommender System for Connecting Patients to the Right Doctors in the HealthNet Social Network'''. WWW (Companion Volume) Pages: 81 -82, 2015

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Giovanni Semeraro: “Towards a patient-centered medicine: the HealthNet Social Network”.

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Giovanni Semeraro:Towards a patient-centered medicine: the HealthNet Social Network.

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Cataldo Musto, Giovanni Semeraro, Marco Polignano:”A comparison of Lexicon-based approaches for Sentiment Analysis of microblog posts.” Proceedings of the 8th International Workshop on Information Filtering and Retrieval co-located with XIII AI*IA Symposium on Artificial Intelligence, 2014

to:

Cataldo Musto, Giovanni Semeraro, Marco Polignano: '''A comparison of Lexicon-based approaches for Sentiment Analysis of microblog posts.''' Proceedings of the 8th International Workshop on Information Filtering and Retrieval co-located with XIII AI*IA Symposium on Artificial Intelligence, 2014

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Summer Schools

• ESSIR 2015

to:

Summer Schools

• ESSIR 2015: Dott. Ioannis Kompatsiaris, Dott. Symeon Papadopoulos, Dott.ssa Theodora Tsikrika, Dott. Stefanos Vrochidis: “10th European Summer School in Information Retrieval ESSIR 2015”, Thessaloniki (Greece), 31 Agosto - 4 Settembre 2015

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to:

Summer Schools

• ESSIR 2015

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Decision Making through Analysis of User Emotions and Personality. In Doctoral Consortium of AI*IA 2015. In CEUR Workshop Proceedings - ISSN:1613-0073.

to:

Decision Making through Analysis of User Emotions and Personality. In Doctoral Consortium of AI*IA 2015. In CEUR Workshop Proceedings - ISSN:1613-0073. http://ceur-ws.org/Vol-1485/

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Research Interests and Activities | Publications | Conferences | Teaching

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Research Interests and Activities | Publications | Conferences

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Research Interests and Activities | Publications | Conferences | Teaching

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Teaching

•Supporto alla didattica per Laboratorio di Informatica 2014/2015, Corso di Laurea in Informatica e Tecnologie per la produzione del software. Docente: Dr. Fabio Calefato

•Supporto alla didattica per Laboratorio di Informatica 2014/2015, Corso di Laurea in Informatica. Docente: Dr. Fabio Abbattista

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Polignano Marco; Marco de Gemmis: Recommender Systems supporting Decision Making through Analysis of User Emotions and Personality. In Doctoral Consortium of AI*IA 2015. In CEUR Workshop Proceedings - ISSN:1613-0073.

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http://ceur-ws.org/Vol-1462/

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http://ewic.bcs.org/content/ConWebDoc/55223

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to:

http://www.www2015.it/documents/proceedings/companion/p81.pdf

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approaches for Sentiment Analysis of microblog posts.” Proceedings of the 8th International Workshop on Information Filtering and Retrieval co-located with XIII AI*IA Symposium on Artificial Intelligence, 2014

to:

approaches for Sentiment Analysis of microblog posts.” Proceedings of the 8th International Workshop on Information Filtering and Retrieval co-located with XIII AI*IA Symposium on Artificial Intelligence, 2014 http://ceur-ws.org/Vol-1314/dart2014-complete.pdf

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Research Interests and Activities | Publications

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Research Interests and Activities | Publications | Conferences

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Marco Polignano: The Infuence of User's Emotions in Recommender Systems for Decision Making Processes. In Doctoral Consortium of CHItaly 2015. In CEUR Workshop Proceedings - ISSN:1613-0073 vol. 1462, pp.58-66, 2015

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Conferences

• 13th Symposium on Artificial Intelligence (AI*IA) 2014. Pisa (Italia), 10 - 12 Dicembre 2014. Presentazione al Workshop MLDM. Scholarship offerta da AI*IA Associazione Italiana per l'Intelligenza Artificiale

• Future Directions in Information Access (FDIA) 2015. Thessaloniki (Greece), 2 Settembre 2015. Presentazione a conferenza principale più poster. Scholarship offerta da ACM Special Interest Group on Information Retrieval (ACM SIGIR).

• 14th Conference of the Italian Association for Artificial Intelligence (AI*IA) 2015. Ferrara (Italia), 23 - 25 September 2015. Presentazione a Doctoral Symposium più poster. Scholarship offerta da AI*IA Associazione Italiana per l'Intelligenza Artificiale

• Computer Human Interaction Italy (CHItaly) 2015. Roma (Italia), 28-30 Settembre 2015. Presentazione a Doctoral Symposium.

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Marco Polignano: "A Framework for Emotion-aware Recommender Systems suppor ting Decision Making". Proceedings of Future Directions of Information Access FDIA, Pages:12-15, 2015

to:

Marco Polignano: "A Framework for Emotion-aware Recommender Systems supporting Decision Making". Proceedings of Future Directions of Information Access FDIA, Pages:12-15, 2015

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Personality as user feature

to:

Personality as user profile feature

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e-mail: marco.polignano[_AT_]uniba.it (sostituire [_AT_] con chiocciola

to:

e-mail: marco.polignano[_AT_]uniba.it

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Pubblicazioni

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Publications

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Pubblicazioni

September 11, 2015, at 10:12 AM EST by 193.204.187.117 -

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Sentiment Analysis and features extraction

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Emotions detection and extraction
Personality as user feature
Weak sentiment Analysis and features extraction

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to:

Marco Polignano: "A Framework for Emotion-aware Recommender Systems suppor ting Decision Making". Proceedings of Future Directions of Information Access FDIA, Pages:12-15, 2015

Fedelucio Narducci, Cataldo Musto, Marco Polignano, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro: “A Recommender System for Connecting Patients to the Right Doctors in the HealthNet Social Network”. WWW (Companion Volume) Pages: 81 -82, 2015

Fedelucio Narducci, Cataldo Musto, Marco Polignano, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro: “Towards a patient-centered medicine: the HealthNet Social Network”. 5th International Conference on Digital Health colocated with WWW, 2015

Cataldo Musto, Giovanni Semeraro, Marco Polignano:”A comparison of Lexicon-based approaches for Sentiment Analysis of microblog posts.” Proceedings of the 8th International Workshop on Information Filtering and Retrieval co-located with XIII AI*IA Symposium on Artificial Intelligence, 2014

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Research Interests and Activities | Publications

to:

Research Interests and Activities | Publications

Main Research Interests

Intelligent Information Access

Recommender Systems
Information Filtering
Hybrid Recommendation Strategies
Machine Learning Techniques for Recommender Systems

Personalization

Sentiment Analysis and features extraction
User Modeling and Profiling

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Phone: +39 080 5442288

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Phone: +39 080 5442298

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http://i.imgur.com/7FIzhGs.png

Marco Polignano

PhD Student

University of Bari Aldo Moro
Department of Computer Science
Via E.Orabona, 4 - 70126 BARI, Italy
Swap Laboratory, 4th Floor

Phone: +39 080 5442288
e-mail: marco.polignano[_AT_]uniba.it (sostituire [_AT_] con chiocciola

Research Interests and Activities | Publications

Membri.MarcoPolignano History