Knowledge-based diagnostic system with probabilistic approach
This paper presents a knowledge learning diagnostic approach implemented in an educational system. Probabilistic inference is used here to diagnose knowledge understanding level and to reason about probable cause of learner’s misconceptions. When one learner takes an assessment, the system use proba...
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| Format: | Article |
| Language: | English |
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Universitatea Dunarea de Jos
2007-12-01
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| Series: | Analele Universităţii "Dunărea de Jos" Galaţi: Fascicula III, Electrotehnică, Electronică, Automatică, Informatică |
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| Online Access: | http://www.ann.ugal.ro/eeai/archives/2007/Lucrare-05-Cocu.pdf |
| _version_ | 1811287783418888192 |
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| author | Adina COCU |
| author_facet | Adina COCU |
| author_sort | Adina COCU |
| collection | DOAJ |
| description | This paper presents a knowledge learning diagnostic approach implemented in an educational system. Probabilistic inference is used here to diagnose knowledge understanding level and to reason about probable cause of learner’s misconceptions. When one learner takes an assessment, the system use probabilistic reasoning and will advice the learner about the most appropriate error cause and will also provide, the conforming part of theory which treats errors related to his misconceptions. |
| first_indexed | 2024-04-13T03:24:29Z |
| format | Article |
| id | doaj.art-ccee172836cb4259b7bd64bd4a8f4ddc |
| institution | Directory Open Access Journal |
| issn | 1221-454X |
| language | English |
| last_indexed | 2024-04-13T03:24:29Z |
| publishDate | 2007-12-01 |
| publisher | Universitatea Dunarea de Jos |
| record_format | Article |
| series | Analele Universităţii "Dunărea de Jos" Galaţi: Fascicula III, Electrotehnică, Electronică, Automatică, Informatică |
| spelling | doaj.art-ccee172836cb4259b7bd64bd4a8f4ddc2022-12-22T03:04:41ZengUniversitatea Dunarea de JosAnalele Universităţii "Dunărea de Jos" Galaţi: Fascicula III, Electrotehnică, Electronică, Automatică, Informatică1221-454X2007-12-01200713134Knowledge-based diagnostic system with probabilistic approachAdina COCUThis paper presents a knowledge learning diagnostic approach implemented in an educational system. Probabilistic inference is used here to diagnose knowledge understanding level and to reason about probable cause of learner’s misconceptions. When one learner takes an assessment, the system use probabilistic reasoning and will advice the learner about the most appropriate error cause and will also provide, the conforming part of theory which treats errors related to his misconceptions.http://www.ann.ugal.ro/eeai/archives/2007/Lucrare-05-Cocu.pdfdiagnostic systemeducational systemprobability theorygraphical representation |
| spellingShingle | Adina COCU Knowledge-based diagnostic system with probabilistic approach Analele Universităţii "Dunărea de Jos" Galaţi: Fascicula III, Electrotehnică, Electronică, Automatică, Informatică diagnostic system educational system probability theory graphical representation |
| title | Knowledge-based diagnostic system with probabilistic approach |
| title_full | Knowledge-based diagnostic system with probabilistic approach |
| title_fullStr | Knowledge-based diagnostic system with probabilistic approach |
| title_full_unstemmed | Knowledge-based diagnostic system with probabilistic approach |
| title_short | Knowledge-based diagnostic system with probabilistic approach |
| title_sort | knowledge based diagnostic system with probabilistic approach |
| topic | diagnostic system educational system probability theory graphical representation |
| url | http://www.ann.ugal.ro/eeai/archives/2007/Lucrare-05-Cocu.pdf |
| work_keys_str_mv | AT adinacocu knowledgebaseddiagnosticsystemwithprobabilisticapproach |