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A Methodology for Social Networks Analysis and Mining

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Advances on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC 2017)

Abstract

Social networks analysis is an emerging trend among scholars and researchers in the last years. A great number of companies are interested in social networks data mining. Data gathered from Facebook, Twitter or other social networks result to be very attractive in many application fields, like economics analysis, sentiment analysis, and politics analysis and so on. In our work, we focused on the analysis of the content of textual information obtained from the social media. Our investigation is finalized to extract hot topics in social network. We considered, as case study, reviews obtained from the social network Yelp.

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References

  1. Albanese, M., D’acierno, A., Moscato, V., Persia, F., Picariello, A.: Modeling recommendation as a social choice problem, pp. 329–332 (2010)

    Google Scholar 

  2. Amato, F., Barbareschi, M., Casola, V., Mazzeo, A., Romano, S.: Towards automatic generation of hardware classifiers. LNCS(PART 2) (LNAI and LNBI), vol. 8286, pp. 125–132 (2013)

    Google Scholar 

  3. Amato, F., De Pietro, G., Esposito, M., Mazzocca, N.: An integrated framework for securing semi-structured health records. Knowl. Based Syst. 79, 99–117 (2015)

    Article  Google Scholar 

  4. Amato, F., Moscato, F.: A model driven approach to data privacy verification in e-health systems. Trans. Data Priv. 8(3), 273–296 (2015)

    Google Scholar 

  5. Aversa, R., Di Martino, B., Moscato, F.: Critical systems verification in metamorp(h)osy. LNCS (LNAI and LNBI), vol. 8696, pp. 119–129 (2014)

    Google Scholar 

  6. Balzano, W., Formisano, M., Gaudino, L.: Wifins: a smart method to improve positioning systems combining wifi and ins techniques. In: International Conference on Intelligent Interactive Multimedia Systems and Services, pp. 220–231. Springer (2017)

    Google Scholar 

  7. Balzano, W., Murano, A., Vitale, F.: Hypaco–a new model for hybrid paths compression of geodetic tracks. In: CCPS-2016: The International Conference on Data Compression, Communication, Processing and Security (2016)

    Google Scholar 

  8. Balzano, W., Vitale, F.: Dig-park: a smart parking availability searching method using v2v/v2i and dgp-class problem. In: 2017 31st International Conference on Advanced Information Networking and Applications Workshops (WAINA), pp. 698–703. IEEE (2017)

    Google Scholar 

  9. Balzano, W., Vitale, F.: Pam-sad: ubiquitous car parking availability model based on v2v and smartphone activity detection. In: International Conference on Intelligent Interactive Multimedia Systems and Services, pp. 232–240. Springer (2017)

    Google Scholar 

  10. Boccignone, G., Chianese, A., Moscato, V., Picariello, A.: Context-sensitive queries for image retrieval in digital libraries. J. Intell. Inf. Syst. 31(1), 53–84 (2008)

    Article  Google Scholar 

  11. Cilardo, A., Fusella, E., Gallo, L., Mazzeo, A.: Automated synthesis of fpga-based heterogeneous interconnect topologies. In: 2013 23rd International Conference on Field programmable Logic and Applications, pp. 1–8, September 2013

    Google Scholar 

  12. Cilardo, A., Fusella, E., Gallo, L., Mazzeo, A.: Joint communication scheduling and interconnect synthesis for fpga-based many-core systems. In: 2014 Design, Automation Test in Europe Conference Exhibition (DATE), pp. 1–4, March 2014

    Google Scholar 

  13. Cilardo, A., Fusella, E., Gallo, L., Mazzeo, A.: Exploiting concurrency for the automated synthesis of mpsoc interconnects. ACM Trans. Embed. Comput. Syst. 14(3), 57:1–57:24 (2015)

    Article  Google Scholar 

  14. Coiera, E.: Guide to Health Informatics. CRC Press, Boca Raton (2015)

    Google Scholar 

  15. Colantonio, S., Esposito, M., Martinelli, M., De Pietro, G., Salvetti, O.: A knowledge editing service for multisource data management in remote health monitoring. IEEE Trans. Inf. Technol. Biomed. 16(6), 1096–1104 (2012)

    Article  Google Scholar 

  16. D’Acierno, A., Moscato, V., Persia, F., Picariello, A., Penta, A.: iwin: a summarizer system based on a semantic analysis of web documents, pp. 162–169 (2012)

    Google Scholar 

  17. Doan, S., Bastarache, L., Klimkowski, S., Denny, J.C., Xu, H.: Integrating existing natural language processing tools for medication extraction from discharge summaries. J. Am. Med. Inf. Assoc. 17(5), 528–531 (2010)

    Article  Google Scholar 

  18. Esposito, M.: An ontological and non-monotonic rule-based approach to label medical images. In: Third International IEEE Conference on Signal-Image Technologies and Internet-Based System, SITIS 2007, pp. 603–611. IEEE (2007)

    Google Scholar 

  19. Hsu, T.-Y., Kshemkalyani, A.D.: Variable social vector clocks for exploring user interactions in social communication networks. Int. J. Space Based Situat. Comput. 5(1), 39–52 (2015)

    Article  Google Scholar 

  20. Kouloumpis, E., Wilson, T., Moore, J.D.: Twitter sentiment analysis: the good the bad and the omg!. Icwsm 11(538–541), 164 (2011)

    Google Scholar 

  21. Moscato, F.: Model driven engineering and verification of composite cloud services in metamorp(h)osy. In: Proceedings - 2014 International Conference on Intelligent Networking and Collaborative Systems, IEEE INCoS 2014, pp. 635–640 (2014)

    Google Scholar 

  22. Moscato, F.: Exploiting model profiles in requirements verification of cloud systems. Int. J. High Perform. Comput. Netw. 8(3), 259–274 (2015)

    Article  Google Scholar 

  23. Musen, M.A., Middleton, B., Greenes, R.A.: Clinical decision-support systems. In: Biomedical Informatics, pp. 643–674. Springer (2014)

    Google Scholar 

  24. Pota, M., Esposito, M., De Pietro, G.: Transforming probability distributions into membership functions of fuzzy classes: a hypothesis test approach. Fuzzy Sets Syst. 233, 52–73 (2013)

    Article  MATH  MathSciNet  Google Scholar 

  25. The Apache Hadoop project. Apache hadoop

    Google Scholar 

  26. The GATE project team. Gate

    Google Scholar 

  27. Rink, B., Harabagiu, S., Roberts, K.: Automatic extraction of relations between medical concepts in clinical texts. J. Am. Med. Inf. Assoc. 18(5), 594–600 (2011)

    Article  Google Scholar 

  28. Morrone, A., Bolasco, S., Baiocchi, F.: Taltac

    Google Scholar 

  29. Steinbauer, M., Anderst-Kotsis, G.: Dynamograph: extending the pregel paradigm for large-scale temporal graph processing. Int. J. Grid Util. Comput. 7(2), 141–151 (2016)

    Article  Google Scholar 

  30. The Free Encyclopedia Wikipedia. Yelp

    Google Scholar 

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Correspondence to Giovanni Cozzolino .

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Amato, F., Cozzolino, G., Moscato, V., Picariello, A., Sperlì, G. (2018). A Methodology for Social Networks Analysis and Mining. In: Xhafa, F., Caballé, S., Barolli, L. (eds) Advances on P2P, Parallel, Grid, Cloud and Internet Computing. 3PGCIC 2017. Lecture Notes on Data Engineering and Communications Technologies, vol 13. Springer, Cham. https://doi.org/10.1007/978-3-319-69835-9_64

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  • DOI: https://doi.org/10.1007/978-3-319-69835-9_64

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  • Print ISBN: 978-3-319-69834-2

  • Online ISBN: 978-3-319-69835-9

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