-> 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/}

Please cite:

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"
->}

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

*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/]]

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

* '''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.

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

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

* Sentiment Analysis and features extraction

%center%[[#Research|Research Interests and Activities]] | [[#Pubblicazioni|Publications]] | [[#Conferenze|Conferences]] | [[#Insegnamento|Teaching]] | [[#Eur_exp|European Experiences]] | [[#Projects|Projects]] | [[#Annexes|Annexes]] | [[#Datasets|Datasets]]

----

'''[++Released Datasets++]'''

[[#Datasets]]

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

%center%[[#Research|Research Interests and Activities]] | [[#Pubblicazioni|Publications]] | [[#Conferenze|Conferences]] | [[#Insegnamento|Teaching]] | [[#Eur_exp|European Experiences]] | [[#Projects|Projects]] | [[#Annexes|Annexes]] | [[#Datasets|Datasets]]

Postdoctoral Researcher

Room 759, 7th Floor

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

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

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

* 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

* 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.

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

* 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

-----

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

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

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

%lfloat width=140px% http://i.imgur.com/8EytBfK.png

* 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]]

\\\\
'''%lfloat width=15px% http://1000logos.net/wp-content/uploads/2017/03/LinkedIn-Logo.png''' [[https://www.linkedin.com/in/marco-polignano-a67a1a28/]]
\\\\

'''%lfloat width=10px% http://1000logos.net/wp-content/uploads/2017/03/LinkedIn-Logo.png''' [[https://www.linkedin.com/in/marco-polignano-a67a1a28/]]

'''%lfloat width=40px% http://1000logos.net/wp-content/uploads/2017/03/LinkedIn-Logo.png''' [[https://www.linkedin.com/in/marco-polignano-a67a1a28/]]

'''LinkedIn:''' [[https://www.linkedin.com/in/marco-polignano-a67a1a28/]]
\\\\\\

* 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]]

* 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

* 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

%center%[[#Research|Research Interests and Activities]] | [[#Pubblicazioni|Publications]] | [[#Conferenze|Conferences]] | [[#Insegnamento|Teaching]] | [[#Eur_exp|European Experiences]] | [[#Projects|Projects]] | [[#Annexes|Annexes]]

%center%[[#Research|Research Interests and Activities]] | [[#Pubblicazioni|Publications]] | [[#Conferenze|Conferences]] | [[#Insegnamento|Teaching]] | [[#Eur_exp|European Experiences]] | [[#Projects|Projects]] | [[#Annexes|Annexes]]

%center%[[#Research|Research Interests and Activities]] | [[#Pubblicazioni|Publications]] | [[#Conferenze|Conferences]] | [[#Insegnamento|Teaching]] | [[#Eur_exp|European Experiences]] | [[#Projects|Projects]] | [[#Annexes|Annexes]]

-----

'''[++Annexes++]'''

[[#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

%center%[[#Research|Research Interests and Activities]] | [[#Pubblicazioni|Publications]] | [[#Conferenze|Conferences]] | [[#Insegnamento|Teaching]] | [[#Eur_exp|European Experiences]] |[[#Projects|Projects]] | [[#Annexes|Annexes]]

%center%[[#Research|Research Interests and Activities]] | [[#Pubblicazioni|Publications]] | [[#Conferenze|Conferences]] | [[#Insegnamento|Teaching]] | [[#Eur_exp|European Experiences]] | [[#Projects|Projects]]

-----

'''[++Projects++]'''

[[#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.

%center%[[#Research|Research Interests and Activities]] | [[#Pubblicazioni|Publications]] | [[#Conferenze|Conferences]] | [[#Insegnamento|Teaching]] | [[#Eur_exp|European Experiences]] |[[#Projects|Projects]]

%center%[[#Research|Research Interests and Activities]] | [[#Pubblicazioni|Publications]] | [[#Conferenze|Conferences]] | [[#Insegnamento|Teaching]] | [[#Eur_exp|European Experiences]]

'''[++European Experiences++]'''

[[#Eur_exp]]

%center%[[#Research|Research Interests and Activities]] | [[#Pubblicazioni|Publications]] | [[#Conferenze|Conferences]] | [[#Insegnamento|Teaching]] | [[#Eur_exp|European Experiences]]

Collaboration in the European Horizon 2020, Marie Sk&#322;odowska-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/

[[#Projects]]
* '''[++Marie Sk&#322;odowska-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 Sk&#322;odowska-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/]]

%center%[[#Research|Research Interests and Activities]] | [[#Pubblicazioni|Publications]] | [[#Conferenze|Conferences]] | [[#Insegnamento|Teaching]] | [[#Projects|Projects]]

-----

'''[++Projects++]'''

%center%[[#Research|Research Interests and Activities]] | [[#Pubblicazioni|Publications]] | [[#Conferenze|Conferences]] | [[#Insegnamento|Teaching]] | [[#Projects|Projects]]

*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]]

* 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]]

* 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/]]

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

* 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
© 2017 Association for Computing Machinery.
ACM ISBN 978-1-4503-5067-9/17/07 [[http://dx.doi.org/10.1145/3099023.3099103]]

*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).

*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/]]

*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/]]

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

• '''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

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

*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

*Marco Polignano: '''A Framework for Emotion-aware Recommender Systems supporting 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,

*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

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

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

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

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

• '''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

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

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

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

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

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

'''[++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

'''Summer Schools'''

• ESSIR 2015

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/]]

\\\
%center%[[#Research|Research Interests and Activities]] | [[#Pubblicazioni|Publications]] | [[#Conferenze|Conferences]] | [[#Insegnamento|Teaching]]

%center%[[#Research|Research Interests and Activities]] | [[#Pubblicazioni|Publications]] | [[#Conferenze|Conferences]] | [[#Insegnamento|Teaching]]

-----

'''[++Teaching++]'''

[[#Insegnamento]]
•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

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-1462/]]

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

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

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]]

%center%[[#Research|Research Interests and Activities]] | [[#Pubblicazioni|Publications]] | [[#Conferenze|Conferences]]

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

-----

'''[++Conferences++]'''

[[#Conferenze]]

• 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.

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

* Personality as user profile feature

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

'''[++Publications++]'''

'''[++Pubblicazioni++]'''

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

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

%center%[[#Research|Research Interests and Activities]] | [[#Pubblicazioni|Publications]]

\\\

%center%Attach:Main/linea.gif
\\\
[[#Research]]
'''[++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

-----

[[#Pubblicazioni]]

'''Phone:''' +39 080 5442298

[[#Top]]
%lfloat width=140px% http://i.imgur.com/7FIzhGs.png

'''[++Marco Polignano++]'''
\\\
PhD Student
\\\
[[http://www.uniba.it|University of Bari Aldo Moro]] \\
[[http://www.di.uniba.it|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
\\\\\\


%center%Attach:Main/linea.gif
\\\

%center%[[#Research|Research Interests and Activities]] | [[#Pubblicazioni|Publications]]