Code

@Article{MarTalTruJCSS12, AUTHOR = {Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo}, TITLE = {P2P-MapReduce: Parallel data processing in dynamic Cloud environments}, YEAR = {2012}, JOURNAL = {Journal of Computer and System Sciences}, VOLUME = {78}, NUMBER = {5}, PAGES = {1382--1402}, PUBLISHER = {Elsevier Science}, KEYWORDS = {Cloud, P2P-MapReduce, Peer-to-Peer} } @Article{groi-social-media, AUTHOR = {Belcastro, Loris and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo}, TITLE = {G-RoI: Automatic Region-of-Interest detection driven by geotagged social media data}, YEAR = {2018}, JOURNAL = {ACM Transactions on Knowledge Discovery from Data}, VOLUME = {12}, NUMBER = {3}, PAGES = {27:1-27:22}, ANNOTE = {ISSN = 1556-4681}, KEYWORDS = {Big data, Data analysis, Social media analysis} } @InProceedings{geocon-ucer2016, AUTHOR = {Belcastro, Loris and Di Lieto, Giulio and Lackovic, Marco and Marozzo, Fabrizio and Trunfio, Paolo}, TITLE = {Geocon: A Middleware for Location-aware Ubiquitous Applications}, YEAR = {2016}, MONTH = {December}, BOOKTITLE = {Proc. of the First International Workshop on Ultrascale Computing for Early Researchers (UCER 2016)}, PAGES = {234-243}, ADDRESS = {Granada, Spain}, NOTE = {ISBN: 978-3-319-49956-7}, KEYWORDS = {location-aware, middleware, Mobile computing} } @InProceedings{HPCS2017-ParSoDA, AUTHOR = {Belcastro, Loris and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo}, TITLE = {A Parallel Library for Social Media Analytics}, YEAR = {2017}, MONTH = {17-21 July}, BOOKTITLE = {The 2017 International Conference on High Performance Computing & Simulation (HPCS 2017)}, PAGES = {683--690}, ADDRESS = {Genoa, Italy}, NOTE = {ISBN 978-1-5386-3250-5}, KEYWORDS = {Big data, Cloud, Cloud computing} } @Article{belcastro-2021-bigd, AUTHOR = {Belcastro, Loris and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo and Branda, Francesco and Palpanas, Themis and Imran, Muhammad}, TITLE = {Using Social Media for Sub-Event Detection during Disasters}, YEAR = {2021}, JOURNAL = {Journal of Big Data}, VOLUME = {8}, NUMBER = {79}, KEYWORDS = {Big data, Social media analysis} } @Article{ADAGE-2021, AUTHOR = {Giampà, Salvatore and Belcastro, Loris and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo}, TITLE = {A data-aware scheduling strategy for executing large-scale distributed workflows}, YEAR = {2021}, JOURNAL = {IEEE Access}, VOLUME = {9}, PAGES = {47354-47364}, NOTE = {ISSN: 2169-3536} } @Article{IIWM-FutureInternet-2021, AUTHOR = {Cantini, Riccardo and Marozzo, Fabrizio and Orsino, Alessio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Exploiting Machine Learning For Improving In-memory Execution of Data-intensive Workflows on Parallel Machines}, YEAR = {2021}, JOURNAL = {Future Internet}, VOLUME = {13}, NUMBER = {5}, KEYWORDS = {Big data} } @Article{iom-nn-ieee-access, AUTHOR = {Belcastro, Loris and Cantini, Riccardo and Marozzo, Fabrizio and Talia, Domenico and Trunfio, Paolo}, TITLE = {Learning Political Polarization on Social Media using Neural Networks}, YEAR = {2020}, JOURNAL = {IEEE Access}, VOLUME = {8}, NUMBER = {1}, PAGES = {47177-47187} } @InProceedings{rtsi-ecommerce-2021, AUTHOR = {Cantini, Riccardo and Marozzo, Fabrizio and Orsino, Alessio and Passarelli, Martina and Trunfio, Paolo}, TITLE = {A visual tool for reducing returns in e-commerce platforms}, YEAR = {2021}, MONTH = {6-9 September}, BOOKTITLE = {6th International Research and Technologies for Society and Industry Innovation for a smart world (IEEE RTSI 2021)}, PAGES = {474-479}, KEYWORDS = {Big data} } @Article{traj-social-2021, AUTHOR = {Belcastro, Loris and Marozzo, Fabrizio and Perrella, Emanuele}, TITLE = {Automatic detection of user trajectories from social media posts}, YEAR = {2021}, JOURNAL = {Expert Systems with Applications}, VOLUME = {186}, PAGES = {115733}, KEYWORDS = {Social media analysis, Trajectory pattern mining} } @Article{HASHET-TKDD-2022, AUTHOR = {Cantini, Riccardo and Marozzo, Fabrizio and Bruno, Giovanni and Trunfio, Paolo}, TITLE = {Learning sentence-to-hashtags semantic mapping for hashtag recommendation on microblogs}, YEAR = {2022}, JOURNAL = {ACM Transactions on Knowledge Discovery from Data}, VOLUME = {16}, NUMBER = {2}, PAGES = {1-26}, KEYWORDS = {Big data, Social media analysis} } @Article{WABC-OSNEM-2021, AUTHOR = {Cantini, Riccardo and Marozzo, Fabrizio and Mazza, Silvio and Talia, Domenico and Trunfio, Paolo}, TITLE = {A Weighted Artificial Bee Colony Algorithm for Influence Maximization}, YEAR = {2021}, JOURNAL = {Online Social Networks and Media}, VOLUME = {26}, PAGES = {100167} }

In the following, some research projects with the related repository of code:

 

P2P-MapReduce: http://scalab.dimes.unical.it/projects/p2p-mapreduce/

How to cite:

 

G-RoI: https://github.com/SCAlabUnical/G-RoI

How to cite:

 

GeoCon: https://github.com/SCAlabUnical/GeoCon

How to cite:

 

ParSoDA: https://github.com/SCAlabUnical/ParSoDA

How to cite:

 

SEDOM-DD: https://github.com/SCAlabUnical/SEDOM-DD

How to cite:

 

ADAGE: https://github.com/SCAlabUnical/ADAGE

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IIWM: https://github.com/SCAlabUnical/IIWM

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IOM-NN: https://github.com/SCAlabUnical/IOM-NN

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CompareDimensions: https://github.com/SCAlabUnical/CompareDimensions

How to cite:

 

AUDESOME: https://github.com/SCAlabUnical/AUDESOME

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HASHET: https://github.com/SCAlabUnical/HASHET

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WABC: https://github.com/SCAlabUnical/WABC

How to cite: