enrico caldarola tutor: prof. antonio picariello – co-tutor: prof. antonio rinaldi xxix cycle - i...
TRANSCRIPT
Enrico CaldarolaTutor: Prof. Antonio Picariello – co-Tutor: Prof. Antonio Rinaldi
XXIX Cycle - I year presentation
Improving and scaling ontology integration methodologies
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Template• CONTENT
– Cover– My background
• Graduation MS, DIETI group, cooperations • Type of fellowship
– Research problem• Specific
– Research activity • idea, methodology, developments, expected results, validation
– Products• List and mention
– Next years• I year credits • Specific objects• Table for training
Enrico Caldarola
Enrico Caldarola 3
My backgroud
• MS in Computer Science Engineering at Politecnico di Bari in 2006.
• Collaboration with the DIETI group headed by Prof. Antonio Picariello.
• Research fellow at Institute of Industrial Technologies and Automation, (CNR).
• Previous: software developer at IBM Spa and Sintesi Spa
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The problem
• Determining and overcoming mismatchings between ontologies in order to allow the reuse of such ontologies and their integration, fostering the concrete realization of the semantic web.
• Scaling ontology integration techniques in terms of Big Data.
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Research activities
• The idea is to combine and eventually enhance ontology integration and semantic matching techniques also evaluating their scalability in terms of Big Data.
• Methodology:– Literature review of existing and well-known ontology
matching techniques and methodologies;– Literature review of Big Data articles, from the high-level
characterization of the term “Big” throughout the Volume-Velocity-Variety model, to the existing technologies dealing with very large databases in terms of storage and computing.
Enrico Caldarola
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Research activities
• Development of a framework that, given two or more input ontologies expressed in OWL language and an upper-level ontology as a reference, outputs an alignement between the inputs.
• Results: improving the existing integration methodologies enhancing the interoperability among knoweldge models.
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Research activities
• The validation will be carried out with respect to some existing gold standards ad will aim at evaluating the accuracy of the resulting alignments also by adopting consistency checks.
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Products• Enrico Caldarola, Antonio Picariello, Daniela Castelluccia, “Modern
Enterprises in the Bubble: Why Big Data Matters”, ACM SIGSOFT Software Engineering Notes, Volume 40, Issue 1, January 2015, pp. 1-4, ACM New York, NY, USA, doi>10.1145/2693208.2693228
• Enrico Caldarola, Marco Sacco, Walter Terkaj, “Big Data: The Current Wave Front of the Tsunami, Applied Computer Science Volume 10, Number 4, 2014, Lublin University. [Online available] http://www.acs.pollub.pl/pdf/v10n4/1.pdf
• Gianfranco Modoni, Enrico Caldarola, Walter Terkaj, Marco Sacco, The ontology reuse in an industrial scenario: a case study, In proceedings of eKNOW 2015: The Seventh International Conference on Information, Process, and Knowledge Management, pp. 66-71, Lisbon 2015. [online available] http://www.thinkmind.org/index.php?view=article&articleid=eknow_2015_3_30_60112.
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First years creditsCredits year 1
1 2 3 4 5 6
Estimate
dbimonth
bimonth
bimonth
bimonth
bimonth
bimonth
Summary
Modules 3 3Seminars 0 0 0 0 0,5 5 5,5Research 6 6 8 10 7 7 42
60 6 6 8 10 7,5 15 53
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First year courses
Year Lecture/Activity Type CreditsCertification Notes
1Project Manager per la Ricerca Ad hoc module 3 in progress…
1Semantic web reasoners: struttura, uso e ottimizzazioni Ad hoc module 5waiting for course begin
1Laboratorio di software per l'ottimizzazione Ad hoc module 3waiting for course begin
1Site Reliability Engineering at Google Seminar 0,5 x1Three core issues for the Internet: things, security and economics Seminar 2 x1Patient Privacy and Security in eHEALTH External Seminar 0,3 x1Cutting-Edge Technology for Patent Analysis External Seminar 0,3 x1Someplace between Dreams and Potential: Reflections on the Current Status of Technological Innovation in Health Care External Seminar 0,2 x1What is Smart? Smart cities, Smart buildings, Smart people. Technology in a Human-centric Perspective External Seminar 0,2 x1From Unmanned Vehicles to Cyber Security: More Than Twenty Years of CIRCA Research Towards Trusted Autonomy External Seminar 0,2 x1Topic: Visions of the Future - Knowledge and Education 10 Years from Now, External Seminar 0,4 x1Topic: Digital Media Impact on Human-Computer Interaction, moderated External Seminar 0,4 x1Topic: Geo Measurements and Urban Challenges, External Seminar 0,4 x1 HealthCare Platforms: Lessons Learned and Future Challenges External Seminar 0,4 x
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Next years objectives
• For the next year I propose to submit a paper describing the proposed ontology integration framework to a high-level annd high impact innternational journal.
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Next year objectives
• I propose to attend the following MS modules:– Information retrieval (6 cfu);– Logiche per la Rappresentazione della Conoscenza
(6 cfu);– Sistemi multimediali.– Pattern classification and clustering (4 cfu)
• The following ad hoc modules:– Ontology engineering (3 cfu);
Enrico Caldarola
