Code

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

 

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

How to cite: F. Marozzo, D. Talia, P. Trunfio, "P2P-MapReduce: Parallel data processing in dynamic Cloud environments". Journal of Computer and System Sciences, vol. 78, n. 5, pp. 1382--1402, Elsevier Science, 2012.

 

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

How to cite: L. Belcastro, F. Marozzo, D. Talia, P. Trunfio, "G-RoI: Automatic Region-of-Interest detection driven by geotagged social media data". ACM Transactions on Knowledge Discovery from Data, vol. 12, n. 3, pp. 27:1-27:22, 2018.

 

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

How to cite: L. Belcastro, G. Di Lieto, M. Lackovic, F. Marozzo, P. Trunfio, "Geocon: A Middleware for Location-aware Ubiquitous Applications". Proc. of the First International Workshop on Ultrascale Computing for Early Researchers (UCER 2016), Granada, Spain, pp. 234-243, December 2016. Note: ISBN: 978-3-319-49956-7.

 

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

How to cite: L. Belcastro, F. Marozzo, D. Talia, P. Trunfio, "A Parallel Library for Social Media Analytics". The 2017 International Conference on High Performance Computing & Simulation (HPCS 2017), Genoa, Italy, pp. 683--690, July 2017. Note: ISBN 978-1-5386-3250-5.

 

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

How to cite: L. Belcastro, F. Marozzo, D. Talia, P. Trunfio, F. Branda, T. Palpanas, M. Imran, "Using Social Media for Sub-Event Detection during Disasters". Journal of Big Data, vol. 8, n. 79, 2021.

 

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

How to cite: S. Giampà, L. Belcastro, F. Marozzo, D. Talia, P. Trunfio, "A data-aware scheduling strategy for executing large-scale distributed workflows". IEEE Access, vol. 9, pp. 47354-47364, 2021. Note: ISSN: 2169-3536.

 

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

How to cite: R. Cantini, F. Marozzo, A. Orsino, D. Talia, P. Trunfio, "Exploiting Machine Learning For Improving In-memory Execution of Data-intensive Workflows on Parallel Machines". Future Internet, vol. 13, n. 5, 2021.

 

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

How to cite: L. Belcastro, R. Cantini, F. Marozzo, D. Talia, P. Trunfio, "Learning Political Polarization on Social Media using Neural Networks". IEEE Access, vol. 8, n. 1, pp. 47177-47187, 2020.

 

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

How to cite: R. Cantini, F. Marozzo, A. Orsino, M. Passarelli, P. Trunfio, "A visual tool for reducing returns in e-commerce platforms". 6th International Research and Technologies for Society and Industry Innovation for a smart world (IEEE RTSI 2021), pp. 474-479, September 2021.

 

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

How to cite: L. Belcastro, F. Marozzo, E. Perrella, "Automatic detection of user trajectories from social media posts". Expert Systems with Applications, vol. 186, pp. 115733, 2021.

 

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

How to cite: R. Cantini, F. Marozzo, G. Bruno, P. Trunfio, "Learning sentence-to-hashtags semantic mapping for hashtag recommendation on microblogs". ACM Transactions on Knowledge Discovery from Data, vol. 16, n. 2, pp. 1-26, 2022.

 

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

How to cite: R. Cantini, F. Marozzo, S. Mazza, D. Talia, P. Trunfio, "A Weighted Artificial Bee Colony Algorithm for Influence Maximization". Online Social Networks and Media, vol. 26, pp. 100167, 2021.