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Content

Beitrag in einem Special Issue "New Trends for Knowledge Organization, Guest Editor: Renato Rocha Souza".

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Content

Beitrag in einem Special Issue "New Trends for Knowledge Organization, Guest Editor: Renato Rocha Souza".

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Abstract

Knowledge organization (KO) as an activity is, among other meanings, a process for conceptual modeling of knowledge domains that produces a consensual abstraction model of this domain with a particular purpose. It adopts a myriad of techniques to analyze and build efficient knowledge organization systems, and one of these techniques is called sentiment analysis (SA) or opinion mining, which is emerging as promising and useful in a variety of ways. It is based in NLP and AI algorithms, and aims at identifying opinions and emotions toward any person, organization or subject; evaluating them as positive or negative, in both binary and graded fashions. This study sought to show various aspects of the implementation of SA for knowledge organization tasks as register ed in the scientific literature. We began with exploratory bibliographic research and built a corpus of 91 scientific papers, written in English, selected in the LISA Database, between 2000 to 2016. We analyzed these papers and extracted title, year of publication, author(s) and institution(s), title of the journal where they were published, keywords, the LISA classification code, methods/techniques adopted and its application areas. Our main findings are that theoretical papers still prevail, which may indicate a field in the early stages. We found many institutions and authors from Asia, which points to a new shift in world expertise. We concluded that SA is still a novelty in the KO field, being slowly adopted as an aid to the main tasks, as document classification.

Content

Beitrag in einem Special Issue "New Trends for Knowledge Organization, Guest Editor: Renato Rocha Souza".

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Abstract

A very important extension of the traditional domain of knowledge organization (KO) arises from attempts to incorporate techniques devised in the computer science domain for automatic concept extraction and for grouping, categorizing, clustering and otherwise organizing knowledge using mechanical means. Four specific terms have emerged to identify the most prevalent techniques: machine learning, clustering, automatic indexing, and automatic classification. Our study presents three domain analytical case analyses in search of answers. The first case relies on citations located using the ISKO-supported "Knowledge Organization Bibliography." The second case relies on works in both Web of Science and SCOPUS. Case three applies co-word analysis and citation analysis to the contents of the papers in the present special issue. We observe scholars involved in "clustering" and "automatic classification" who share common thematic emphases. But we have found no coherence, no common activity and no social semantics. We have not found a research front, or a common teleology within the KO domain. We also have found a lively group of authors who have succeeded in submitting papers to this special issue, and their work quite interestingly aligns with the case studies we report. There is an emphasis on KO for information retrieval; there is much work on clustering (which involves conceptual points within texts) and automatic classification (which involves semantic groupings at the meta-document level).

Content

Beitrag in einem Special Issue "New Trends for Knowledge Organization, Guest Editor: Renato Rocha Souza".

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Content

Inhalt: KEYNOTE ADDRESS Richard P. Smiraglia. Universes, Dimensions, Domains, Intensions and Extensions: Knowledge Organization for the 21st Century DOMAIN OF KNOWLEDGE ORGANIZATION Birger Hjorland. Is Knowledge Organization = Information Organization? - H.Peter Ohly. Mission, Programs and Challenges of Knowledge Organization - Rick Szostak. The Basic Concepts Classification - José Augusto Chaves Guimarães, Ely Tannuri de Oliveira and Maria Cláudia Cabrini Gracio. Theoretical Referents in Knowledge Organization: A Domain Analysis of Knowledge Organization Journal - José Augusto Chaves Guimarães and Joseph T. Tennis. Constant Pioneers: The Citation Frontiers of Indexing Theory in the ISKO International Proceedings- Aline Elis Arboit, Maria Cláudia Cabrini Gracio, Ely Francina Tannuri de Oliveira and Leilah Santiago Bufrem. Relationship Between Authors and Main Subject Categories in the Knowledge Organization Domain: A Bibliometric Approach
KNOWLEDGE ORGANIZATION AS A NAVIGATION TOOL Charles-Antoine Julien, Pierre Tirilly, John. E. Leide and Catherine Guastavino. Using the LCSH Hierarchy to Browse a Collection - Pierre Tirilly and Charles-Antoine Julien. Random Walks for Subject Hierarchy Simplification - Benildes Coura Moreira dos Santos Maculan and Gercina Ângela Borém de Oliveira Lima. Faceted Taxonomy as Mechanism for Browsing and Accessing Digital Libraries of Thesis and Dissertations: A Case Study ONTOLOGY Michael Shepherd and Tara Sampalli. Ontology as Boundary Object - Flávio Codeço Coelho, Renato Rocha Souza and Claudia Torres Codeço. Towards an Ontology for Mathematical Modeling with Application to Epidemiology - T. Padmavathy and M. Krishnamurthy. Ontological Representation of Knowledge for Developing Information Services in Food Science and Technology - Sangeeta Deokattey, D.K. Dixit and K. Bhanumurthy. Co-word and Facet Analysis as Tools for Conceptualization in Ontologies: a Preliminary Study for a Micro-Domain
KNOWLEDGE ORGANIZATION FOR ARCHIVES Renato Rocha Souza, Flávio Codeço Coelho and Suemi Higuchi. The CPDOC Semantic Portal: Applying Semantic and Knowledge Organization Systems to the Brazilian Contemporary History Domain - Natália Bolfarini Tognoli and José Augusto Chaves Guimarães. Challenges of Knowledge Representation in Contemporary Archival Science - Thiago Henrique Bragato Barros and João Batista Ernesto de Moraes. Archival Classification and Knowledge Organization: Theoretical Possibilities for the Archival Field - Pekka Henttonen. Diversity of Knowledge Organization in Records and Archives Management DESIGN AND DEVELOPMENT OF KNOWLEDGE ORGANIZATION TOOLS Leonard Will. The ISO 25964 Data Model for the Structure of an Information Retrieval Thesaurus - Wieslaw Babik. A Faceted Classification of Cartographic Materials: Problems of Construction and Use - Ming-Shu, Yuan, Fan-Hua, Nan and Gou-Chi, Lee. Constructing Knowledge Classification Scheme in Industrial Technology via Domain Analysis: An Empirical Study - B.L. Vinod Kumar and Khaiser Nikam. Sanskrit-English Bilingual Thesaurus for Yogic Sciences: A Case Study of Problems and Issues with Terms of Non-Latin Origin - Emilena Josemary Lorenzon, Luciana de Souza Gracioso, Marco Donizete Paulino da Silva, Marcele Tinelli, Roniberto Morato Amaral, Leandro Innocentini Lopes de Faria and Wanda Aparecida Machado Hoffmann. Controlled Vocabulary for Intelligence Information System for Shoes
INFORMATION MINING / AUTOMATIC INDEXING Flávio Codeço Coelho, Renato Rocha Souza, Daniel Magalhães Chada and Pablo de Camargo Cerdeira. Information Mining and Visualization of Data from the Brazilian Supreme Court (STF): A Case Study - Carlos Alberto Correa and Nair Yumiko Kobashi. Automatic Indexing and Information Visualization: A Study Based on Paraconsistent Logics - Nalini A. Raja. Digitized Contents and Index Pages as Alternative Subject Access Fields USERS AND CONTEXT Carol L. Tilley and Kathryn A. La Barre. What if they build it and no one comes? Balancing Full-Text Access and User Tasks - Sholeh Arastoopoor and Rahmatollah Fattahi. Users. perception of Aboutness and Ofness in Images: An Approach to Subject Indexing Based on Ervin Panofsky's Theory and Users' View - Melodie J. Fox. Communities of Practice, Gender and Social Tagging - Radia Bernaoui and Mohmed Hassoun. User Expectations and Reality and Delineation of Agricultural Information Systems in the Maghreb ABSTRACTS OF POSTERS

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Content

Beitrag in einem Special Issue "New Trends for Knowledge Organization, Guest Editor: Renato Rocha Souza ".

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Content

Beitrag in einem Special Issue "New Trends for Knowledge Organization, Guest Editor: Renato Rocha Souza".

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Date

2.10.1996 17:14:22

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Source

Knowledge organization in the 21st century: between historical patterns and future prospects. Proceedings of the Thirteenth International ISKO Conference 19-22 May 2014, Kraków, Poland. Ed.: Wieslaw Babik

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