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Melucci, M.; Orio, N.: Design, implementation, and evaluation of a methodology for automatic stemmer generation (2007)
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- Abstract
- The authors describe a statistical approach based on hidden Markov models (HMMs), for generating stemmers automatically. The proposed approach requires little effort to insert new languages in the system even if minimal linguistic knowledge is available. This is a key advantage especially for digital libraries, which are often developed for a specific institution or government because the program can manage a great amount of documents written in local languages. The evaluation described in the article shows that the stemmers implemented by means of HMMs are as effective as those based on linguistic rules.
- Source
- Journal of the American Society for Information Science and Technology. 58(2007) no.5, S.673-686
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Agosti, M.; Melucci, M.: Information retrieval techniques for the automatic construction of hypertext (2000)
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- Pages
- S.139-172
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Agosti, M.; Crestani, F.; Melucci, M.: Design and implementation of a tool for the automatic construction of hypertexts for information retrieval (1996)
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- Source
- Information processing and management. 32(1996) no.4, S.459-476
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Agosti, M.; Crestani, F.; Melucci, M.: On the use of information retrieval techniques for the automatic construction of hypertext (1997)
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- Source
- Information processing and management. 33(1997) no.2, S.133-144
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Melucci, M.: Passage retrieval : a probabilistic technique (1998)
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- Source
- Information processing and management. 34(1998) no.1, S.43-68
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Melucci, M.; Orio, N.: Combining melody processing and information retrieval techniques : methodology, evaluation, and system implementation (2004)
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- Source
- Journal of the American Society for Information Science and Technology. 55(2004) no.12, S.1058-1066
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Bacchin, M.; Ferro, N.; Melucci, M.: ¬A probabilistic model for stemmer generation (2005)
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- Source
- Information processing and management. 41(2005) no.1, S.121-137
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Melucci, M.: Making digital libraries effective : automatic generation of links for similarity search across hyper-textbooks (2004)
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- Source
- Journal of the American Society for Information Science and technology. 55(2004) no.5, S.414-430
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Melucci, M.: Contextual search : a computational framework (2012)
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- Pages
- 152 S
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Buccio, E. Di; Melucci, M.; Moro, F.: Detecting verbose queries and improving information retrieval (2014)
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- Source
- Information processing and management. 50(2014) no.2, S.342-360
