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Automatically structuring domain knowledge from text: An overview of current research

Malcolm Clark, Yunhyong Kim, Udo Kruschwitz, Dawei Song, Dyaa Albakour, Stephen Dignum, Ulises Cerviño Beresi, Maria Fasli, Anne De Roeck
2012 Information Processing & Management  
This paper presents an overview of automatic methods for building domain knowledge structures (domain models) from text collections.  ...  Inspired by the ubiquitous propagation of domain model structures that are emerging in several research disciplines, we give an overview of the current research landscape and some techniques and approaches  ...  Introduction This paper presents an overview of the research landscape in the automated construction of domain models from text collections.  ... 
doi:10.1016/j.ipm.2011.07.002 fatcat:qmtwq3lqubf2dmulehnsey4cmm

An Overview of Current Research on Automated Essay Grading

Salvatore Valenti, Francesca Neri, Alessandro Cucchiarelli
2003 Journal of Information Technology Education  
This paper presents an overview of current approaches to the automated assessment of free text answers.  ...  The most common problems encountered in the research on automated essay grading is the absence both of a good standard to calibrate human marks and of a clear set of rules for selecting master texts.  ...  IEA automatically assesses and critiques electronically submitted text essay, and represents a useful domain-independent tool.  ... 
doi:10.28945/331 fatcat:ktforvvzivaf7lpmjodgqtkd7a

Strategic Aspects of Asset Management: An Overview of Current Research

Elizaveta Gavrikova, Irina Volkova, Yegor Burda
2020 Sustainability  
We visualize the existing research field, and indicate gaps and underdeveloped areas of research.  ...  Our key contributions are positioning strategic asset management within the vast field of asset management research, describing the nature of strategic asset management research, and confirming that asset  ...  At the same time, the field of asset management is an emerging domain without a long tradition of regular publications in specific peer-reviewed journals [2] .  ... 
doi:10.3390/su12155955 fatcat:xz3uavth6zg2vie44zytkewf6a

An Overview of Some Recent and Current Research in the AI Lab at Arizona State University

Nicholas V. Findler, Uttam K. Sengupta
1991 The AI Magazine  
The Manhattan Grid Used in the Simplified Prototype Model of Distributed Street Traffic Control.  ...  Acknowledgments The projects were supported in part by the National Science Foundation, the Air Force Office of Scientific Research, the U.S. Department of Transportation, the U.S.  ...  Coast Guard, Digital Equipment Corporation external research grants, and the CACI Products Company.  ... 
doi:10.1609/aimag.v12i3.909 dblp:journals/aim/FindlerS91 fatcat:6g2aten5vfduxkgm4myrfnde64

Probabilistic Approaches for Modeling Text Structure and Their Application to Text-to-Text Generation [chapter]

Regina Barzilay
2010 Lecture Notes in Computer Science  
Since the early days of generation research, it has been acknowledged that modeling the global structure of a document is crucial for producing coherent, readable output.  ...  Due to this difficulty, existing text-to-text generation systems rarely rely on such structural information when producing an output text.  ...  This current state of affairs is rather surprising, given that NLP researchers have developed elaborate discourse models that capture various facets of text structure.  ... 
doi:10.1007/978-3-642-15573-4_1 fatcat:ekhicuwbgjh3re6mopitwautme

Text mining in life sciences [chapter]

J. Fluck, H. Deneke, C. Gieger
2005 Text Mining and its Applications to Intelligence, CRM and Knowledge Management  
Text mining provides the methods to automatically retrieve and extract information contained in free text.  ...  Now the immense volume of literature makes it almost impossible for biologists and clinical researchers to retrieve all relevant information on a specific topic and to keep up with current research.  ...  An overview of the current status is given in the next section.  ... 
doi:10.2495/978-1-85312-995-7/17 fatcat:l55iiv3op5hqhpsd5nfz4yxc7y

Status of text-mining techniques applied to biomedical text

Ramón A-A. Erhardt, Reinhard Schneider, Christian Blaschke
2006 Drug Discovery Today  
An expert's domain knowledge is usually informal and ill-structured, and has to be transformed and encoded in computer programs and active data; for example, in a set of rules in knowledge bases, by knowledge  ...  In general, domain knowledge is the acquired comprehension valid and directly used for a preselected domain by a human, or an autonomous computer activity.  ...  An automatically trained system requires a relatively large corpus of training text that is already annotated for the wanted knowledge domain.  ... 
doi:10.1016/j.drudis.2006.02.011 pmid:16580973 fatcat:3r46esfy7rcjjd4cpwxeu3k5ke

Text to software

Walter F. Tichy, Sven J. Koerner
2010 Proceedings of the FSE/SDP workshop on Future of software engineering research - FoSER '10  
In all of these cases, entirely new classes of software tools would be needed to extract and process the semantics inherent in natural language texts, augment them with tacit knowledge from ontologies  ...  Though earlier efforts in automatic programming had limited success, we are now in a situation where extracting meaning from text has made substantial progress.  ...  Test Cases from APIs Test case generation is an active research area.  ... 
doi:10.1145/1882362.1882439 dblp:conf/sigsoft/TichyK10 fatcat:l24vxbhdyvbbbf46q5t6ee4nfm

Text stream processing

Dunja Mladenić, Marko Grobelnik, Blaž Fortuna, Delia Rusu
2012 Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics - WIMS '12  
base of structured facts and knowledge.  ...  Automatic Generation of Story Highlights.  ... 
doi:10.1145/2254129.2254138 dblp:conf/wims/MladenicGFR12 fatcat:tjkukeyxg5cthcgyaulvxw3agm

Ontology learning from text

Wilson Wong, Wei Liu, Mohammed Bennamoun
2012 ACM Computing Surveys  
The explosion of textual information on the Read/Write Web coupled with the increasing demand for ontologies to power the Semantic Web have made (semi-)automatic ontology learning from text a very promising  ...  research area.  ...  CURRENT TRENDS AND FUTURE RESEARCH DIRECTIONS To summarize, we began this survey with an overview of ontologies and ontology learning from text.  ... 
doi:10.1145/2333112.2333115 fatcat:4uo5bazvivh3fpbxj7yf4yoe2u

Text mining and ontologies in biomedicine: Making sense of raw text

I. Spasic, S. Ananiadou, J. McNaught, A. Kumar
2005 Briefings in Bioinformatics  
The principal link between text and an ontology is terminology, which maps terms to domain-specific concepts.  ...  The volume of biomedical literature is increasing at such a rate that it is becoming difficult to locate, retrieve and manage the reported information without text mining, which aims to automatically distill  ...  Acknowledgments The National Centre for Text Mining (NaCTeM), UK is sponsored by the JISC. AK expresses his gratitude to Alexander von Humboldt Foundation.  ... 
doi:10.1093/bib/6.3.239 pmid:16212772 fatcat:ehw3jx2imze2xd2vfe4nuaqcgy

Text Mining of Biomedical Literature Repositories

Ashish V. Tendulkar
2011 International Conference on Management of Data  
Participants would have an overview of currently available tools and how to construct such an application in practice.  ...  There is an increasing interest in the development of biomedical text mining applications not only to enable improved literature search, but also to automatically detect pointers between biologically relevant  ...  and commonalities of natural language data to other bioinformatics data types • Regularities, patterns and recurrences of natural language data 1.1.3 Overview of current literature repositories for life  ... 
dblp:conf/comad/Tendulkar11 fatcat:ibsry2qhfbedtab3gdcdk3auvm

Decentering the dancing text

Timothy Miles-Board, Deveril, Janet Lansdale, Leslie Carr, Wendy Hall
2003 Proceedings of the fourteenth ACM conference on Hypertext and hypermedia - HYPERTEXT '03  
This paper explains and draws together two projects from different disciplines: dance studies and hypertext writing.  ...  The dance studies project seeks to link the critical theory of intertextuality (as a means of dance interpretation) with the theoretical and practical concerns of hypertextuality.  ...  ACKNOWLEDGEMENTS The Decentering the Dancing Text project is a one year project initiated in April 2002, funded by the Arts and Humanities Research Board (UK) 'Innovation Awards' scheme.  ... 
doi:10.1145/900074.900075 fatcat:nzsxsrr62rbmfk4qpaeqfrxhwa

Extracting Financial Information from Text Documents

Susan Lukose, Frank Mathew, Sumali Conlon, Pamela Lawhead
2004 Americas Conference on Information Systems  
Most software tools currently require data which are better structured than text (such as data in relational databases).  ...  Thus, our research goal is to build a system, "FIRST" (Flexible Information extRaction SysTem), that will extract data from financial articles and store the output in an explicit format.  ...  extract relations between noun phrases automatically from a collection of biomedical text (Leroy et al.. 2003) .  ... 
dblp:conf/amcis/LukoseMCL04 fatcat:ou6av4uz4rbynaiuxh65iqfryi

Text Mining: Concepts, Applications, Tools and Issues An Overview

K. L.Sumathy, M. Chidambaram
2013 International Journal of Computer Applications  
Text mining is an inspiring research area as it tries to discover knowledge from unstructured text. This paper gives an overview of concepts, applications, issues and tools used for text mining.  ...  The documents can be of any form such as structured documents, semi-structured documents and unstructured documents. Retrieving useful information from huge volume of documents is very tedious task.  ...  In this paper an overview of concepts, applications, tools and issues of text mining is presented to give the researchers to carry it to the next level.  ... 
doi:10.5120/13851-1685 fatcat:yzgjxsy75vhwtopyexmtbkyh6m
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