An intelligent adaptive fuzzy-based inference system for computer-assisted language learning
•Fuzzy inference system for dynamic delivery of language learning material.•Knowledge inference relationships among learning objects for personalized learning.•Hybrid model for misconception diagnosis and identification using machine learning.•Framework of machine learning and fuzzy logic for indivi...
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| Veröffentlicht in: | Expert systems with applications Jg. 127; S. 85 - 96 |
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| Format: | Journal Article |
| Sprache: | Englisch |
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01.08.2019
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| ISSN: | 0957-4174, 1873-6793 |
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| Abstract | •Fuzzy inference system for dynamic delivery of language learning material.•Knowledge inference relationships among learning objects for personalized learning.•Hybrid model for misconception diagnosis and identification using machine learning.•Framework of machine learning and fuzzy logic for individualized language learning.•Implementation of expert system and evaluation using an established framework.
Adaptive e-learning employs algorithmic mechanisms in order to orchestrate the pace of instruction and provide tailored learning objects to support the unique educational experience of each learner. Taking this into consideration, this research work presents a fully operating and evaluated adaptive and intelligent e-learning system for second language acquisition. This system uses a hybrid model for misconception detection and identification (MDI) and an inference system for the dynamic delivery of the learning objects tailored to learners’ needs. More specifically, the MDI mechanism incorporates the Fuzzy String Searching and The String Interpreting Resemblance algorithms in order to reason between possible learners’ misconceptions. Furthermore, the inference system utilizes the knowledge inference relationship between the learning objects and creates a personalized learning environment for each student. The paper presents examples of operation and the system is evaluated using an evaluation model. The results are very encouraging and promising since they reveal that the hybrid model for misconception detection and identification and the inference system operate collaboratively and enhance the adaptivity of the students’ needs and preferences. |
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| AbstractList | Adaptive e-learning employs algorithmic mechanisms in order to orchestrate the pace of instruction and provide tailored learning objects to support the unique educational experience of each learner. Taking this into consideration, this research work presents a fully operating and evaluated adaptive and intelligent e-learning system for second language acquisition. This system uses a hybrid model for misconception detection and identification (MDI) and an inference system for the dynamic delivery of the learning objects tailored to learners’ needs. More specifically, the MDI mechanism incorporates the Fuzzy String Searching and The String Interpreting Resemblance algorithms in order to reason between possible learners’ misconceptions. Furthermore, the inference system utilizes the knowledge inference relationship between the learning objects and creates a personalized learning environment for each student. The paper presents examples of operation and the system is evaluated using an evaluation model. The results are very encouraging and promising since they reveal that the hybrid model for misconception detection and identification and the inference system operate collaboratively and enhance the adaptivity of the students’ needs and preferences. •Fuzzy inference system for dynamic delivery of language learning material.•Knowledge inference relationships among learning objects for personalized learning.•Hybrid model for misconception diagnosis and identification using machine learning.•Framework of machine learning and fuzzy logic for individualized language learning.•Implementation of expert system and evaluation using an established framework. Adaptive e-learning employs algorithmic mechanisms in order to orchestrate the pace of instruction and provide tailored learning objects to support the unique educational experience of each learner. Taking this into consideration, this research work presents a fully operating and evaluated adaptive and intelligent e-learning system for second language acquisition. This system uses a hybrid model for misconception detection and identification (MDI) and an inference system for the dynamic delivery of the learning objects tailored to learners’ needs. More specifically, the MDI mechanism incorporates the Fuzzy String Searching and The String Interpreting Resemblance algorithms in order to reason between possible learners’ misconceptions. Furthermore, the inference system utilizes the knowledge inference relationship between the learning objects and creates a personalized learning environment for each student. The paper presents examples of operation and the system is evaluated using an evaluation model. The results are very encouraging and promising since they reveal that the hybrid model for misconception detection and identification and the inference system operate collaboratively and enhance the adaptivity of the students’ needs and preferences. |
| Author | Chrysafiadi, Konstantina Virvou, Maria Troussas, Christos |
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| Keywords | Inference system Adaptivity Misconception detection and identification Intelligent Tutoring Systems Personalization Second language acquisition |
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| References | Crockett, Latham, Whitton (bib0009) 2017; 97 Gorlich, Katznelson (bib0011) 2018; 60 Jili, Kebin, Feng, Huixia (bib0013) 2009 Lynch, Ghergulescu (bib0016) 2016 Chrysafiadi, Virvou (bib0004) 2014; 23 Samarakou, Prentakis, Mitsoudis, Karolidis, Athinaios (bib0018) 2017 Zadeh (bib0024) 1996; 4 Chrysafiadi, Virvou (bib0006) 2012; 39 Conati, Porayska-Pomsta, Mavrikis (bib0007) 2018 Arguedas, Xhafa, Casillas, Daradoumis, Peña, Caballé (bib0002) 2018; 22 Cowan, Choo, Lee (bib0008) 2014; 18 Dooly (bib0010) 2018; 2 Kavcic (bib0015) 2004; 34 Muller, Gregoric (bib0017) 2017; 11 Sevarac (bib0019) 2006 Shakouri, Menhaj (bib0020) 2008; 38 Wu, Huang, Wang, Guo, Xu, Chen (bib0023) 2015 Alves, Amaral, Pires (bib0001) 2008 Karaci (bib0014) 2018 Chen, Wu, Chen, Yang (bib0003) 2016 Troussas, Virvou, Espinosa (bib0021) 2015; 10 Yoon, Won (bib0022) 2014; 18 Zadeh (10.1016/j.eswa.2019.03.003_bib0024) 1996; 4 Kavcic (10.1016/j.eswa.2019.03.003_bib0015) 2004; 34 Conati (10.1016/j.eswa.2019.03.003_sbref0007) 2018 Samarakou (10.1016/j.eswa.2019.03.003_bib0018) 2017 Jili (10.1016/j.eswa.2019.03.003_sbref0013) 2009 Lynch (10.1016/j.eswa.2019.03.003_bib0016) 2016 Wu (10.1016/j.eswa.2019.03.003_bib0023) 2015 Chrysafiadi (10.1016/j.eswa.2019.03.003_bib0004) 2014; 23 Alves (10.1016/j.eswa.2019.03.003_sbref0001) 2008 Yoon (10.1016/j.eswa.2019.03.003_bib0022) 2014; 18 Dooly (10.1016/j.eswa.2019.03.003_bib0010) 2018; 2 Muller (10.1016/j.eswa.2019.03.003_bib0017) 2017; 11 Gorlich (10.1016/j.eswa.2019.03.003_bib0011) 2018; 60 Chen (10.1016/j.eswa.2019.03.003_sbref0003) 2016 Cowan (10.1016/j.eswa.2019.03.003_bib0008) 2014; 18 Troussas (10.1016/j.eswa.2019.03.003_bib0021) 2015; 10 Crockett (10.1016/j.eswa.2019.03.003_bib0009) 2017; 97 Karaci (10.1016/j.eswa.2019.03.003_bib0014) 2018 Shakouri (10.1016/j.eswa.2019.03.003_bib0020) 2008; 38 Arguedas (10.1016/j.eswa.2019.03.003_bib0002) 2018; 22 Chrysafiadi (10.1016/j.eswa.2019.03.003_bib0006) 2012; 39 Sevarac (10.1016/j.eswa.2019.03.003_sbref0019) 2006 |
| References_xml | – volume: 39 start-page: 13127 year: 2012 end-page: 13134 ident: bib0006 article-title: Evaluating the integration of fuzzy logic into the student model of a web-based learning environment publication-title: Expert Systems with Applications – volume: 23 start-page: 164 year: 2014 end-page: 177 ident: bib0004 article-title: Fuzzy Logic for adaptive instruction in an e-learning environment for computer programming publication-title: IEEE Transactions on Fuzzy Systems – volume: 38 start-page: 1118 year: 2008 end-page: 1128 ident: bib0020 article-title: A systematic fuzzy decision-making process to choose the best model among a set of competing models publication-title: IEEE Transactions on Systems, Man and Cybernetics, Part A: Systems and Humans – start-page: 1385 year: 2016 end-page: 1390 ident: bib0016 article-title: An Evaluation Framework for Adaptive and Intelligent Tutoring Systems publication-title: E-Learn 2016 – volume: 10 start-page: 668 year: 2015 end-page: 674 ident: bib0021 article-title: Using Visualization Algorithms for Discovering Patterns in Groups of Users for Tutoring Multiple Languages through Social Networking publication-title: Journal of Networks – year: 2017 ident: bib0018 article-title: Application of fuzzy logic for the assessment of engineering students – start-page: 63 year: 2016 end-page: 72 ident: bib0003 article-title: CYUT-III System at Chinese Grammatical Error Diagnosis Task publication-title: Proceedings of the 3rd Workshop on Natural Language Processing Techniques for Educational Applications – volume: 18 start-page: 96 year: 2014 end-page: 117 ident: bib0022 article-title: Direct and indirect access to corpora: An exploratory case study comparing students' error correction and learning strategy use in l2 writing publication-title: Language Learning & Technology – volume: 18 start-page: 193 year: 2014 end-page: 207 ident: bib0008 article-title: ICALL for improving Korean l2 writers’ ability to edit grammatical errors publication-title: Language Learning & Technology – start-page: 117 year: 2015 end-page: 125 ident: bib0023 article-title: Chinese Grammatical Error Diagnosis System Based on Hybrid Model publication-title: Proceedings of The 2nd Workshop on Natural Language Processing Techniques for Educational Applications, Association for Computational Linguistics and Asian Federation of Natural Language Processing – volume: 22 start-page: 963 year: 2018 end-page: 977 ident: bib0002 article-title: A model for providing emotion awareness and feedback using fuzzy logic in online learning publication-title: Soft Computing – volume: 34 start-page: 439 year: 2004 end-page: 449 ident: bib0015 article-title: Fuzzy user modeling for adaptation in educational hypermedia publication-title: IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews) – volume: 2 start-page: 184 year: 2018 end-page: 217 ident: bib0010 article-title: “I do which the question”: Students’ innovative use of technology resources in the language classroom publication-title: Language Learning & Technology – start-page: 740 year: 2006 end-page: 744 ident: bib0019 article-title: Neuro fuzzy reasoner for student modeling publication-title: Proc. 6th Inter. Conf. Adv. Learning Technol. – start-page: 260 year: 2008 end-page: 261 ident: bib0001 article-title: Case-based reasoning approach to adaptive web-based educational systems publication-title: Eighth IEEE International Conference on Advanced Learning Technologies – start-page: 863 year: 2009 end-page: 866 ident: bib0013 article-title: E-learning behavior analysis based on fuzzy clustering publication-title: Proc. Third Int. Conf. Genetic Evolutionary Computing – start-page: 1 year: 2018 end-page: 10 ident: bib0014 article-title: Intelligent tutoring system model based on fuzzy logic and constraintbased student model – volume: 11 start-page: 125 year: 2017 end-page: 144 ident: bib0017 article-title: The impact of explicit instruction and corrective feedback on ESL postgraduate students’ grammar in academic writing publication-title: Journal of Academic Language & Learning – start-page: 21 year: 2018 end-page: 27 ident: bib0007 article-title: AI in Education needs interpretable machine learning: Lessons from Open Learner Modelling publication-title: 2018 ICML Workshop on Human Interpretability in Machine Learning (WHI 2018) – volume: 97 start-page: 98 year: 2017 end-page: 115 ident: bib0009 article-title: On predicting learning styles in conversational intelligent tutoring systems using fuzzy decision trees publication-title: International Journal of Human-Computer Studies – volume: 4 start-page: 103 year: 1996 end-page: 111 ident: bib0024 article-title: Fuzzy logic: Computing with words publication-title: IEEE Transactions on Fuzzy Systems – volume: 60 start-page: 47 year: 2018 end-page: 61 ident: bib0011 article-title: Young people on the margins of the educational system: Following the same path differently publication-title: Educational Research – volume: 39 start-page: 13127 issue: 18 year: 2012 ident: 10.1016/j.eswa.2019.03.003_bib0006 article-title: Evaluating the integration of fuzzy logic into the student model of a web-based learning environment publication-title: Expert Systems with Applications doi: 10.1016/j.eswa.2012.05.089 – start-page: 1 year: 2018 ident: 10.1016/j.eswa.2019.03.003_bib0014 – volume: 18 start-page: 96 issue: 1 year: 2014 ident: 10.1016/j.eswa.2019.03.003_bib0022 article-title: Direct and indirect access to corpora: An exploratory case study comparing students' error correction and learning strategy use in l2 writing publication-title: Language Learning & Technology – volume: 60 start-page: 47 issue: 1 year: 2018 ident: 10.1016/j.eswa.2019.03.003_bib0011 article-title: Young people on the margins of the educational system: Following the same path differently publication-title: Educational Research doi: 10.1080/00131881.2017.1414621 – volume: 10 start-page: 668 issue: 12 year: 2015 ident: 10.1016/j.eswa.2019.03.003_bib0021 article-title: Using Visualization Algorithms for Discovering Patterns in Groups of Users for Tutoring Multiple Languages through Social Networking publication-title: Journal of Networks – start-page: 117 year: 2015 ident: 10.1016/j.eswa.2019.03.003_bib0023 article-title: Chinese Grammatical Error Diagnosis System Based on Hybrid Model – volume: 97 start-page: 98 year: 2017 ident: 10.1016/j.eswa.2019.03.003_bib0009 article-title: On predicting learning styles in conversational intelligent tutoring systems using fuzzy decision trees publication-title: International Journal of Human-Computer Studies doi: 10.1016/j.ijhcs.2016.08.005 – start-page: 1385 year: 2016 ident: 10.1016/j.eswa.2019.03.003_bib0016 article-title: An Evaluation Framework for Adaptive and Intelligent Tutoring Systems – volume: 23 start-page: 164 issue: 1 year: 2014 ident: 10.1016/j.eswa.2019.03.003_bib0004 article-title: Fuzzy Logic for adaptive instruction in an e-learning environment for computer programming publication-title: IEEE Transactions on Fuzzy Systems doi: 10.1109/TFUZZ.2014.2310242 – start-page: 863 year: 2009 ident: 10.1016/j.eswa.2019.03.003_sbref0013 article-title: E-learning behavior analysis based on fuzzy clustering – start-page: 21 year: 2018 ident: 10.1016/j.eswa.2019.03.003_sbref0007 article-title: AI in Education needs interpretable machine learning: Lessons from Open Learner Modelling – volume: 4 start-page: 103 issue: 2 year: 1996 ident: 10.1016/j.eswa.2019.03.003_bib0024 article-title: Fuzzy logic: Computing with words publication-title: IEEE Transactions on Fuzzy Systems doi: 10.1109/91.493904 – start-page: 260 year: 2008 ident: 10.1016/j.eswa.2019.03.003_sbref0001 article-title: Case-based reasoning approach to adaptive web-based educational systems – volume: 22 start-page: 963 year: 2018 ident: 10.1016/j.eswa.2019.03.003_bib0002 article-title: A model for providing emotion awareness and feedback using fuzzy logic in online learning publication-title: Soft Computing doi: 10.1007/s00500-016-2399-0 – volume: 2 start-page: 184 issue: 1 year: 2018 ident: 10.1016/j.eswa.2019.03.003_bib0010 article-title: “I do which the question”: Students’ innovative use of technology resources in the language classroom publication-title: Language Learning & Technology – volume: 34 start-page: 439 issue: 4 year: 2004 ident: 10.1016/j.eswa.2019.03.003_bib0015 article-title: Fuzzy user modeling for adaptation in educational hypermedia publication-title: IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews) doi: 10.1109/TSMCC.2004.833294 – year: 2017 ident: 10.1016/j.eswa.2019.03.003_bib0018 – start-page: 740 year: 2006 ident: 10.1016/j.eswa.2019.03.003_sbref0019 article-title: Neuro fuzzy reasoner for student modeling – start-page: 63 year: 2016 ident: 10.1016/j.eswa.2019.03.003_sbref0003 article-title: CYUT-III System at Chinese Grammatical Error Diagnosis Task – volume: 18 start-page: 193 issue: 3 year: 2014 ident: 10.1016/j.eswa.2019.03.003_bib0008 article-title: ICALL for improving Korean l2 writers’ ability to edit grammatical errors publication-title: Language Learning & Technology – volume: 38 start-page: 1118 issue: 5 year: 2008 ident: 10.1016/j.eswa.2019.03.003_bib0020 article-title: A systematic fuzzy decision-making process to choose the best model among a set of competing models publication-title: IEEE Transactions on Systems, Man and Cybernetics, Part A: Systems and Humans doi: 10.1109/TSMCA.2008.2001076 – volume: 11 start-page: 125 issue: 1 year: 2017 ident: 10.1016/j.eswa.2019.03.003_bib0017 article-title: The impact of explicit instruction and corrective feedback on ESL postgraduate students’ grammar in academic writing publication-title: Journal of Academic Language & Learning |
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| SubjectTerms | Adaptive algorithms Adaptive systems Adaptivity Algorithms Approximate string matching CAI Computer assisted instruction Computer assisted language learning Distance learning Fuzzy systems Hybrid systems Identification Inference Inference system Intelligence Intelligent Tutoring Systems Internet Language acquisition Learning Learning environment Machine learning Misconception detection and identification Misconceptions Online instruction Personalization Second language acquisition Second language learning Teaching |
| Title | An intelligent adaptive fuzzy-based inference system for computer-assisted language learning |
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