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MetaMate: Large Language Model to the Rescue of Automated Data Extraction for Educational Systematic Reviews and Meta-Analyses
Peer reviewed Peer reviewed
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Xue Wang; Gaoxiang Luo – Society for Research on Educational Effectiveness, 2024
Background: Despite the usefulness of systematic reviews and meta-analyses, they are time-consuming and labor-intensive (Michelson & Reuter, 2019). The technological advancements in recent years have led to the development of tools aimed at streamlining the processes of systematic reviews and meta-analyses. Innovations such as Paperfetcher…
Descriptors: Meta Analysis, Artificial Intelligence, Computational Linguistics, Computer Software
Proposed Mapping and Evaluation Model of Sustainable Development Goals in Graduate Programs in Environmental Sciences in Brazil
Peer reviewed Peer reviewed
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Gomes Junior, José Carmino; Dalila Corbari, Sandra; Kniess, Cláudia Terezinha; Nogueira da Silva, Gérsica Moraes; Piontkewicz, Simone Caroline; de Souza Melo, Maiara; Silveira Carbone, Amanda; Mantovaneli, Oklinger, Jr.; Martins Sobral, Maria do Carmo; Philippi Junior, Arlindo; Fernandez, Felipe; de Aguiar Dutra, Ana Regina; Birch, Robert Samuel; Guerra, José Baltazar Salgueirinho Osório de Andrade; Sampaio, Carlos Alberto Cioce – International Journal of Sustainability in Higher Education, 2023
Purpose: This paper aim to propose a methodological mapping approach for the evaluation of dissertations and theses of graduate programs in the area of environmental sciences in Brazil in relation to the UN sustainable development goals (SDGs). Design/methodology/approach: The research is characterized as exploratory with qualitative/quantitative…
Descriptors: Sustainable Development, Environmental Education, Well Being, Correlation
An Improved Algorithm for the Calculation of Exact Term Discrimination Values.
Peer reviewed Peer reviewed
El-Hamdouchi, Abdelmoula; Willett, Peter – Information Processing and Management, 1988
Describes an algorithm for the calculation of term discrimination values that may be used when the interdocument similarity measure used is the cosine coefficient and when the document representations have been weighted using one particular term weighting scheme. (7 references) (Author/CLB)
Descriptors: Algorithms, Automatic Indexing, Computational Linguistics, Discriminant Analysis
A Linguistic Approach to Information Retrieval--II
Peer reviewed Peer reviewed
And Others; Sgall, Petr – Information Processing and Management, 1975
Looks for a method to formulate algorithms useful for the synthesis of Czech in machine translation where the point of departure for the synthesis can be more or less identical with the semantic representation. (Author/PF)
Descriptors: Algorithms, Computational Linguistics, Czech, Graphemes
THE APPLICATION OF ENGLISH-WORD MORPHOLOGY TO AUTOMATIC INDEXING AND EXTRACTING. ANNUAL SUMMARY REPORT.
DOLBY, J.L.; AND OTHERS – 1965
THE STUDY IS CONCERNED WITH THE LINGUISTIC PROBLEM INVOLVED IN TEXT COMPRESSION--EXTRACTING, INDEXING, AND THE AUTOMATIC CREATION OF SPECIAL-PURPOSE CITATION DICTIONARIES. IN SPITE OF EARLY SUCCESS IN USING LARGE-SCALE COMPUTERS TO AUTOMATE CERTAIN HUMAN TASKS, THESE PROBLEMS REMAIN AMONG THE MOST DIFFICULT TO SOLVE. ESSENTIALLY, THE PROBLEM IS TO…
Descriptors: Algorithms, Computational Linguistics, Data Processing, English
Research Report on Development of a Probabilistic Author Search and Matching Technique for Retrieval and Creation of Bibliographic Records.
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Hickey, Thomas B. – 1981
Using macro and micro-structure analysis of large files of personal author names, this study developed retrieval techniques and algorithms to automatically correct and/or flag typographical errors in names, identify names in a database that are similar to a name entered by a user during a search, and measure similarities between names. It was…
Descriptors: Algorithms, Authors, Bibliographies, Computational Linguistics
Towards Everyday Language Information Retrieval Systems via Minicomputers.
Peer reviewed Peer reviewed
Bell, Colin; Jones, Kevin P. – Journal of the American Society for Information Science, 1979
Surveys the current state of minicomputer-operated information systems capable of incorporating linguistic features, focusing on the Minicomputer Operated Retrieval (Partially Heuristic) System. Consideration is given to the automation of the indexing process and to available search strategies. (FM)
Descriptors: Algorithms, Automatic Indexing, Computational Linguistics, Computers
Information Extraction and Text Summarization Using Linguistic Knowledge Acquisition.
Peer reviewed Peer reviewed
Rau, Lisa F.; And Others – Information Processing and Management, 1989
Describes SCISOR (System for Conceptual Information Summarization, Organization and Retrieval), a prototype intelligent information retrieval system that extracts useful information from large bodies of text. It overcomes limitations of linguistic coverage by applying a text processing strategy that is tolerant of unknown words and gaps in…
Descriptors: Algorithms, Artificial Intelligence, Automation, Computational Linguistics
A Priori Analysis of Natural Language Queries.
Peer reviewed Peer reviewed
Spiegler, Israel; Elata, Smadar – Information Processing and Management, 1988
Presents a model for the a priori analysis of natural language queries which uses an algorithm to transform the query into a logical pattern that is used to determine the answerability of the query. The results of testing by a prototype system implemented in PROLOG are discussed. (20 references) (CLB)
Descriptors: Algorithms, Computational Linguistics, Databases, Information Retrieval
An Analysis of Approximate versus Exact Discrimination Values.
Peer reviewed Peer reviewed
Crouch, Carolyn J. – Information Processing and Management, 1988
Describes the two basic approaches to the calculation of term discrimination values for automatic indexing. The results of an experiment that investigated the differences between algorithms of these two approaches in terms of their impact on the discrimination value model are reported and discussed. (13 references) (Author/CLB)
Descriptors: Algorithms, Automatic Indexing, Comparative Analysis, Computational Linguistics
An Algorithm for Generating Structural Surrogates of English Text
Peer reviewed Peer reviewed
Strong, Suzanne M. – Journal of the American Society for Information Science, 1974
Describes the development and application of an algorithm that generates non-linear representations of English text. It appears that the representation it produces could be quite useful in automatic language processing. (JB)
Descriptors: Algorithms, Automatic Indexing, Automation, Computational Linguistics
Bibliographic Pattern Matching Using the ICL Distributed Array Processor.
Peer reviewed Peer reviewed
Carroll, David M.; And Others – Journal of the American Society for Information Science, 1988
Describes the use of a highly parallel array processor for pattern matching operations in a bibliographic retrieval system. The discussion covers the hardware and software features of the processor, the pattern matching algorithm used, and the results of experimental tests of the system. (37 references) (Author/CLB)
Descriptors: Algorithms, Automatic Indexing, Bibliographic Databases, Computational Linguistics
INDEX: The Statistical Basis for an Automatic Conceptual Phrase-Indexing System.
Peer reviewed Peer reviewed
Jones, Leslie P.; And Others – Journal of the American Society for Information Science, 1990
Describes two computer programs--INDEX and INDEXD--that use statistical information about repeated phrases in documents to automatically index documents at the conceptual level. Sample output of the programs is provided, and plans to combine this method with linguistic and artificial intelligence techniques to provide a general conceptual…
Descriptors: Algorithms, Artificial Intelligence, Automatic Indexing, Computational Linguistics
A Thesaural Model of Information Retrieval.
Peer reviewed Peer reviewed
Paice, Chris D. – Information Processing and Management, 1991
Proposes that topic representations should consist of excerpts from domain thesaurus, generated by spreading activation technique. Algorithm for generating excerpts is outlined and exemplified, and problem of assessing resemblance between two excerpts is discussed. Whether existing thesauri are adequate for this purpose is questioned, and ideas…
Descriptors: Algorithms, Computational Linguistics, Information Retrieval, Models
ANNUAL REPORT-AUTOMATIC INDEXING AND ABSTRACTING.
Lockheed Missiles and Space Co., Palo Alto, CA. Electronic Sciences Lab. – 1967
THE INVESTIGATION IS CONCERNED WITH THE DEVELOPMENT OF AUTOMATIC INDEXING, ABSTRACTING, AND EXTRACTING SYSTEMS. BASIC INVESTIGATIONS IN ENGLISH MORPHOLOGY, PHONETICS, AND SYNTAX ARE PURSUED AS NECESSARY MEANS TO THIS END. IN THE FIRST SECTION THE THEORY AND DESIGN OF THE "SENTENCE DICTIONARY" EXPERIMENT IN AUTOMATIC EXTRACTION IS OUTLINED. SOME OF…
Descriptors: Abstracting, Algorithms, Automation, Computational Linguistics
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