Writing

This page contains references to my publications.

Book: Mastering Social Media Mining with Python

In 2016 I wrote a book on data mining for social media using Python. You can know more about this book here:

Academic Publications

During my PhD days I’ve published a few academic papers in the field of Information Retrieval.

2013

  • The D2Q2 Framework: On the Relationship and Combination of Language Modelling and TF-IDF.
    Thomas Roelleke, Hany Azzam, Marco Bonzanini, Miguel Martinez-Alvarez and Mounia Lalmas.
    In Information Retrieval Workshop at LWA 2013. Bamberg, Germany, October 2013.
  • Mathematical Specification and Logic Modelling in the context of IR.
    Miguel Martinez-Alvarez, Marco Bonzanini and Thomas Roelleke.
    In Proceedings of the 4th International Conference on the Theory of Information Retrieval (ICTIR 2013). Copenhagen, Denmark, September 2013.
  • On the Modelling of Ranking Algorithms in Probabilistic Datalog.
    Thomas Roelleke, Marco Bonzanini and Miguel Martinez-Alvarez. Invited Paper.
    In 7th International Workshop on Ranking in Databases (DBRank 2013). Riva del Garda, Italy, August 2013.
  • Extractive Summarisation via Sentence Removal: Condensing Relevant Sentences into a Short Summary.
    Marco Bonzanini, Miguel Martinez-Alvarez and Thomas Roelleke.
    In Proceedings of the 36th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2013). Dublin, Ireland, July 2013.

2012

  • A Knowledge-based Approach for Summarising Opinions.
    Marco Bonzanini.
    Doctoral Consortium. In Proceedings of the 35th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2012). Portland, Oregon, USA, August 2012.
  • Opinion Summarisation through Sentence Extraction: an Investigation with Movie Reviews.
    Marco Bonzanini, Miguel Martinez-Alvarez and Thomas Roelleke.
    In Proceedings of the 35th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2012). Portland, Oregon, USA, August 2012.
  • A Schema-Driven Approach for Knowledge-Oriented Retrieval and Query Formulation.
    Hany Azzam, Sirvan Yahyaei, Marco Bonzanini and Thomas Roelleke.
    In Proceedings of the 3rd International Workshop on Keyword Search on Structured Data (SIGMOD KEYS 2012). Scottsdale, Arizona, USA, May 2012.
  • Investigating the Use of Extractive Summarisation in Sentiment Classification.
    Marco Bonzanini, Miguel Martinez-Alvarez and Thomas Roelleke.
    In Proceedings of the 3rd Italian Information Retrieval Workshop (IIR 2012). Bari, Italy, January 2012.

 

2011

  • Cross-lingual Text Fragment Alignment using Divergence from Randomness.
    Sirvan Yahyaei, Marco Bonzanini and Thomas Roelleke.
    In Proceedings of the 18th edition of the International Symposium on String Processing and Information Retrieval (SPIRE 2011). Pisa, Italy, October 2011.

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