FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W1995091618> ?p ?o ?g. }

• W1995091618 endingPage "130" @default.
• W1995091618 startingPage "106" @default.
• W1995091618 abstract "Purpose – This article aims to propose an adaptation algorithm that combines the analytical hierarchy process (AHP), a rule-based system, and a k-means clustering algorithm. Informatic tools are very useful to enhance the learning process in the classroom. The large variety of these tools require advanced decision-making techniques to select parameters, such as student profiles and preferences, to adjust content and information display, according to specific characteristics and necessities of students. They are part of the Kamachiy–Idukay (KI), a platform to offer adaptative educational services to students with learning difficulties or disabilities. Design and Methodology – The design and implementation of the adaptation algorithm comprises the following phases: utilization of the AHP to determine the most important student parameters, parameter to take into account in the adaptation process, such as preferences, learning styles, performance in language, attention and memory aspects and disabilities; designing the first part of the adaptation algorithm, based on a rule-based system; designing the second part of the adaptation algorithm, based on k-means clustering; integration of the adaptation algorithm to KI; and validation of the approach in a primary school in Bogotá (Colombia). Approach – The main approach is the application of computational techniques, namely, rule-based systems and k-means clustering, plus an AHP prioritization at design time to yield a system to support the teaching–learning process for students with disabilities or learning difficulties. Findings – The algorithm found several groups of students with specific learning difficulties that required adapted activities. The algorithm also prioritized activities according to learning style and preferences. The results of the application of this system in a real classroom yielded positive results. Limitations of the research – The algorithm performs adaptation for students with mild disabilities or learning difficulties (language, attention and memory). The algorithm does not address severe disabilities that could greatly affect cognitive abilities. Contributions – The main contribution of this paper is an adaptation algorithm with the following distinctive characteristics, namely, designed utilizing the AHP, which ensures a proper prioritization of the student characteristics in the adaptation process, and utilizes a rule-based system to identify different adaptation scenarios and k-means clustering to group students with similar adaptation requirements." @default.
• W1995091618 created "2016-06-24" @default.
• W1995091618 creator A5024141319 @default.
• W1995091618 creator A5037172821 @default.
• W1995091618 creator A5061127057 @default.
• W1995091618 date "2014-06-10" @default.
• W1995091618 modified "2023-10-02" @default.
• W1995091618 title "Content adaptation for students with learning difficulties: design and case study" @default.
• W1995091618 cites W1523372911 @default.
• W1995091618 cites W1579630376 @default.
• W1995091618 cites W1603207330 @default.
• W1995091618 cites W1811866979 @default.
• W1995091618 cites W1987261168 @default.
• W1995091618 cites W2004711537 @default.
• W1995091618 cites W2030485569 @default.
• W1995091618 cites W2032854309 @default.
• W1995091618 cites W2034960640 @default.
• W1995091618 cites W2043494138 @default.
• W1995091618 cites W2045921688 @default.
• W1995091618 cites W2055677957 @default.
• W1995091618 cites W2060412612 @default.
• W1995091618 cites W2064669172 @default.
• W1995091618 cites W2077428844 @default.
• W1995091618 cites W2104116431 @default.
• W1995091618 cites W2116864571 @default.
• W1995091618 cites W2130759283 @default.
• W1995091618 cites W2132135775 @default.
• W1995091618 cites W2147305845 @default.
• W1995091618 cites W2149327590 @default.
• W1995091618 cites W2157310501 @default.
• W1995091618 cites W2162842788 @default.
• W1995091618 cites W2165189772 @default.
• W1995091618 cites W2167252040 @default.
• W1995091618 cites W2492201912 @default.
• W1995091618 cites W2913293464 @default.
• W1995091618 cites W4253095349 @default.
• W1995091618 doi "https://doi.org/10.1108/ijwis-12-2013-0040" @default.
• W1995091618 hasPublicationYear "2014" @default.
• W1995091618 type Work @default.
• W1995091618 sameAs 1995091618 @default.
• W1995091618 citedByCount "6" @default.
• W1995091618 countsByYear W19950916182018 @default.
• W1995091618 countsByYear W19950916182019 @default.
• W1995091618 countsByYear W19950916182020 @default.
• W1995091618 countsByYear W19950916182022 @default.
• W1995091618 crossrefType "journal-article" @default.
• W1995091618 hasAuthorship W1995091618A5024141319 @default.
• W1995091618 hasAuthorship W1995091618A5037172821 @default.
• W1995091618 hasAuthorship W1995091618A5061127057 @default.
• W1995091618 hasConcept C111919701 @default.
• W1995091618 hasConcept C119857082 @default.
• W1995091618 hasConcept C120665830 @default.
• W1995091618 hasConcept C121332964 @default.
• W1995091618 hasConcept C127413603 @default.
• W1995091618 hasConcept C136197465 @default.
• W1995091618 hasConcept C139807058 @default.
• W1995091618 hasConcept C154945302 @default.
• W1995091618 hasConcept C41008148 @default.
• W1995091618 hasConcept C42475967 @default.
• W1995091618 hasConcept C73555534 @default.
• W1995091618 hasConcept C87345402 @default.
• W1995091618 hasConcept C98045186 @default.
• W1995091618 hasConceptScore W1995091618C111919701 @default.
• W1995091618 hasConceptScore W1995091618C119857082 @default.
• W1995091618 hasConceptScore W1995091618C120665830 @default.
• W1995091618 hasConceptScore W1995091618C121332964 @default.
• W1995091618 hasConceptScore W1995091618C127413603 @default.
• W1995091618 hasConceptScore W1995091618C136197465 @default.
• W1995091618 hasConceptScore W1995091618C139807058 @default.
• W1995091618 hasConceptScore W1995091618C154945302 @default.
• W1995091618 hasConceptScore W1995091618C41008148 @default.
• W1995091618 hasConceptScore W1995091618C42475967 @default.
• W1995091618 hasConceptScore W1995091618C73555534 @default.
• W1995091618 hasConceptScore W1995091618C87345402 @default.
• W1995091618 hasConceptScore W1995091618C98045186 @default.
• W1995091618 hasIssue "2" @default.
• W1995091618 hasLocation W19950916181 @default.
• W1995091618 hasOpenAccess W1995091618 @default.
• W1995091618 hasPrimaryLocation W19950916181 @default.
• W1995091618 hasRelatedWork W1571518467 @default.
• W1995091618 hasRelatedWork W189527659 @default.
• W1995091618 hasRelatedWork W1999627569 @default.
• W1995091618 hasRelatedWork W2135470563 @default.
• W1995091618 hasRelatedWork W2961085424 @default.
• W1995091618 hasRelatedWork W3124782727 @default.
• W1995091618 hasRelatedWork W4286629047 @default.
• W1995091618 hasRelatedWork W4306674287 @default.
• W1995091618 hasRelatedWork W87991986 @default.
• W1995091618 hasRelatedWork W4224009465 @default.
• W1995091618 hasVolume "10" @default.
• W1995091618 isParatext "false" @default.
• W1995091618 isRetracted "false" @default.
• W1995091618 magId "1995091618" @default.
• W1995091618 workType "article" @default.