An Evolutionary-Based Method for Reconstructing Conversation Threads in Email Corpora
Created by W.Langdon from
gp-bibliography.bib Revision:1.7970
- @InProceedings{Dehghani:2012:ASONAM,
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author = "Mostafa Dehghani and Masoud Asadpour and
Azadeh Shakery",
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booktitle = "Advances in Social Networks Analysis and Mining
(ASONAM), 2012 IEEE/ACM International Conference on",
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title = "An Evolutionary-Based Method for Reconstructing
Conversation Threads in Email Corpora",
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year = "2012",
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pages = "1132--1137",
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address = "Istanbul",
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month = "26-29 " # aug,
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isbn13 = "978-1-4673-2497-7",
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DOI = "doi:10.1109/ASONAM.2012.195",
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size = "6 pages",
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abstract = "Email is a type of Web data which is produced in
enormous quantities. It is beneficial to detect
conversation threads contained in the email corpora for
various applications, including discussion search,
expert finding and even email clustering and
classification. Conversation thread in email corpora
can be defined as a cluster of exchanged emails among
the same group of people by reply or forwarding on the
same topic. According to this definition, we can define
parent-child relation between emails, so email
conversation threads seem to demonstrate tree
structure. This paper presents a new approach based on
genetic programming for reconstruction of conversation
threads in emails data. This approach considers finding
email conversation threads as an optimisation problem,
and exploits genetic programming to search
intelligently in the space of possible solutions.
Rather than several studies that have been conducted on
this problem, this work concentrates on detecting
accurate structure of conversation threads in high
recall. This paper provides a comprehensive evaluation
on the BC3 data set. Preliminary results suggest that
our method provides acceptable precision and higher
recall than existing methods.",
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keywords = "genetic algorithms, genetic programming, Internet,
electronic mail, pattern classification, pattern
clustering, BC3 data set, Web data, conversation thread
reconstruction, discussion search, email
classification, email clustering, email corpora,
evolutionary-based method, expert finding, optimisation
problem, parent-child relation, Biological cells,
Educational institutions, Electronic mail, Social
network services, Sociology, Statistics, conversation,
email, emails thread",
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notes = "Also known as \cite{6425605}",
- }
Genetic Programming entries for
Mostafa Dehghani
Masoud Asadpour
Azadeh Shakery
Citations