1,720,960 research outputs found
Developing tools and resources for the biomedical domain of the Greek language
This paper presents the design and implementation of terminological and specialized textual resources that were produced in the framework of the Greek research project “IATROLEXI”. The aim of the project was to create the critical infrastructure for the Greek language, i.e. linguistic resources and tools for use in high level Natural Language Processing (NLP) applications in the domain of biomedicine. The project was built upon existing resources developed by the project partners and further enhanced within its framework, i.e. a Greek morphological lexicon of about 100,000 words, and language processing tools such as a lemmatiser and a morphosyntactic tagger. Christos Tsalidis, Additionally, it developed new assets, such as a specialized corpus of biomedical texts and an ontology of medical terminology. </jats:p
Proceedings of the International Workshop on Text Mining Research, Practice and Opportunities
It is a well known fact that huge quantities of valuable knowledge are embedded in unstructured texts that can be found in the World Wide Web, in intranets and on personal desktop machines. In recent years, there has been an increasing research interest in technologies for extracting and analysing useful structured knowledge from unstructured texts. At the same time, there has been an increasing commercial interest with a number of tools appearing on the market that address the needs of the users to some extent. The workshop discusses recent advances regarding the research into text mining approaches that combine research from machine learning, text mining, natural language processing, information extraction, information retrieval and ontology learning. Emphasis is given to approaches that emphasize the complete document lifecycle i.e., from document collection to document archiving and analysis. At the same time, the workshop discusses the deployment of text mining technology within everyday business problems. Emphasis is given on reports that discuss the implementation of text mining projects that have lead to significant and measurable improvements in business operations or some other equally important benefit to society such as an important scientific discovery. Finally, the workshop discusses the lessons learned from the deployment of text mining technology and the opportunities that appear on the horizon as future challenges for the research community
Proceedings of the International Workshop on Text Mining Research, Practice and Opportunities
It is a well known fact that huge quantities of valuable knowledge are embedded in unstructured texts that can be found in the World Wide Web, in intranets and on personal desktop machines. In recent years, there has been an increasing research interest in technologies for extracting and analysing useful structured knowledge from unstructured texts. At the same time, there has been an increasing commercial interest with a number of tools appearing on the market that address the needs of the users to some extent. The workshop discusses recent advances regarding the research into text mining approaches that combine research from machine learning, text mining, natural language processing, information extraction, information retrieval and ontology learning. Emphasis is given to approaches that emphasize the complete document lifecycle i.e., from document collection to document archiving and analysis. At the same time, the workshop discusses the deployment of text mining technology within everyday business problems. Emphasis is given on reports that discuss the implementation of text mining projects that have lead to significant and measurable improvements in business operations or some other equally important benefit to society such as an important scientific discovery. Finally, the workshop discusses the lessons learned from the deployment of text mining technology and the opportunities that appear on the horizon as future challenges for the research community
Going Beyond Counting First Authors in Author Co-citation Analysis
The present study examines one of the fundamental aspects of author co-citation analysis (ACA) - the way co-citation
counts are defined. Co-citation counting provides the data on which all subsequent statistical analyses and mappings
are based, and we compare ACA results based on two different types of co-citation counting - the traditional type that
only counts the first one among a cited work's authors on the one hand and a non-traditional type that takes into
account the first 5 authors of a cited work on the other hand. Results indicate that the picture produced through this non-traditional author co-citation counting contains more coherent author groups and is therefore considerably clearer. However, this picture represents fewer specialties in the research field being studied than that produced through the traditional first-author co-citation counting when the same number of top-ranked authors is selected and analyzed. Reasons for these effects are discussed
Variations on the Author
“Variations on the Author” discusses two of Eduardo Coutinho’s recent films (Um Dia na Vida, from 2010, and Últimas Conversas, posthumously released in 2015) and their contribution to the general question of documentary authorship. The director’s filmography is characterized by a consistent yet self-effacing form of authorial self-inscription: Coutinho often features as an interviewer that rather than express opinions propels discourses; an interviewer that is good at listening. This mode of self-inscription characterizes him as an author who is not expressive but who is nonetheless markedly present on the screen. In Um Dia na Vida, however, Coutinho is completely absent form the image, while Últimas Conversas, on the contrary, includes a confessional prologue that moves the director from the margins to the center of his films. This article examines the ways in which these works stand out in the filmography of a director who offers new insights into the notion of cinematic authorship
Appropriate Similarity Measures for Author Cocitation Analysis
We provide a number of new insights into the methodological discussion about author cocitation analysis. We first argue that the use of the Pearson correlation for measuring the similarity between authors’ cocitation profiles is not very satisfactory. We then discuss what kind of similarity measures may be used as an alternative to the Pearson correlation. We consider three similarity measures in particular. One is the well-known cosine. The other two similarity measures have not been used before in the bibliometric literature. Finally, we show by means of an example that our findings have a high practical relevance.information science;Pearson correlation;cosine;similarity measure;author cocitation analysis
Dispelling the Myths Behind First-author Citation Counts
We conducted a full-scale evaluative citation analysis study of scholars in the XML research field to explore just how different from each other author rankings resulting from different citation counting methods actually are, and to demonstrate the capability of emerging data and tools on the Web in supporting more realistic citation counting methods. Our results contest some common arguments for the continued
use of first-author citation counts in the evaluation of scholars, such as high correlations between author rankings by first-author citation counts and other citation
counting methods, and high costs of using more realistic citation counting methods that are not well-supported by the ISI databases. It is argued that increasingly available digital full text research papers make it possible for citation analysis studies to go beyond what the ISI databases have directly supported and to employ more
sophisticated methods
koamabayili/VECTRON-author-checklist: VECTRON author checklist
We have done our best to complete the author checklist relating to the use of animals in the hut study. Note that the objective for the hut study was to evaluate the IRS treatment applications for residual efficacy against Anopheles mosquitoes, including the local An. coluzzii mosquito population. Cows were only used to attract mosquitoes into the huts and no tests were carried out directly on the cows. The author checklist is intended for use with studies where experiments are carried out on animals, which is why we have had such difficulty in completing this for the hut study, as many of the questions do not relate to how the cows were used
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