Comparison, selection and merging of techniques, methods and tools for operational CLIR systems: the case of the Greek language

In this work, a framework for the implementation of Cross Language Information Retrieval (CLIR) systems is proposed and discussed. Special emphasis is given to capture a holistic study of bilingual Information Retrieval (IR) systems. First, traditional Information Retrieval (IR) and Content-Based (Image) Retrieval (CBR) as essential parts of a Multi-modal Information Retrieval approach are examined. Information Filtering (IF) is also examined and Learning and Adaptation in IR and IF are used for adding innovative characteristics to the traditional IR systems. Then, emphasis is given to the particularities of the Greek - English text, queries and test collections. Finally, CLIR systems are related to Secure Enhanced Knowledge and Data Management systems and specific techniques and methods are selected and discussed for possible implementation.

[1]  C. Skourlas,et al.  Naive Rule Induction For Text ClassificationBased On Key-phrases , 2005 .

[2]  W. Bruce Croft,et al.  Deriving concept hierarchies from text , 1999, SIGIR '99.

[3]  Roy Rada,et al.  Machine learning - applications in expert systems and information retrieval , 1986, Ellis Horwood series in artificial intelligence.

[4]  Ian Horrocks,et al.  The Semantic Web: The Roles of XML and RDF , 2000, IEEE Internet Comput..

[5]  Susan T. Dumais,et al.  Automatic Cross-Language Information Retrieval Using Latent Semantic Indexing , 1998 .

[6]  John Lafferty,et al.  Statistical machine learning for information retrieval , 2001 .

[7]  Nicholas J. Belkin,et al.  Information filtering and information retrieval: two sides of the same coin? , 1992, CACM.

[8]  Daphne Koller,et al.  Using machine learning to improve information access , 1998 .

[9]  S. Gritzalis,et al.  Security Enhanced Distributed Knowledge Management Architecture , 2005 .

[10]  Christos Skourlas,et al.  Discovering Collocations in Modern Greek Language , 2018, NLUCS.

[11]  M. Bonifacio,et al.  Enabling Distributed Knowledge Management: Managerial and Technological Implications , 2002 .

[12]  Michelle Q. Wang Baldonado,et al.  SONIA: a service for organizing networked information autonomously , 1998, DL '98.

[13]  Christos Faloutsos,et al.  A survey of information retrieval and filtering methods , 1995 .

[14]  Angela Ralli,et al.  Greek Compounds: A challenging case for the parsing techniques of PC-KIMMO v.2 , 2005 .

[15]  George Tambouratzis.  Automatic Corpora-based Stemming in Greek , 2001, Lit. Linguistic Comput..