“…In a prototype conducted by Ref. [ 107 ], the authors demonstrated a need for a KG to develop a QA system for remote schools.…”
Section: Applications Of Knowledge Graphs Construction In Educationmentioning
confidence: 99%
“… [ 117 ] Semantic Search and QA in the domain of Information Management Systems NER-Bi-LSTM-CRF for Named Entity Recognition and RR-Bi-LSTM-CRF for Relationship Recognition schema-based MIS program at Beijing Jiaotong University N/A F1 Score and mAP (mean Average Precision) •Further improvement is needed in answering recommendations since the system sometimes falls short of user expectations. [ 60 ] QA and course allocation scheduling NLP for entity and relation extraction Schema-based Structural educational information system N/A Case study •Poor assessment methods, •restricted KG resources, •limited scope [ 107 ] QA for unstructured educational text. NLP-BERT Hybrid Extensive text sources.…”
Section: Applications Of Knowledge Graphs Construction In Educationmentioning
“…In a prototype conducted by Ref. [ 107 ], the authors demonstrated a need for a KG to develop a QA system for remote schools.…”
Section: Applications Of Knowledge Graphs Construction In Educationmentioning
confidence: 99%
“… [ 117 ] Semantic Search and QA in the domain of Information Management Systems NER-Bi-LSTM-CRF for Named Entity Recognition and RR-Bi-LSTM-CRF for Relationship Recognition schema-based MIS program at Beijing Jiaotong University N/A F1 Score and mAP (mean Average Precision) •Further improvement is needed in answering recommendations since the system sometimes falls short of user expectations. [ 60 ] QA and course allocation scheduling NLP for entity and relation extraction Schema-based Structural educational information system N/A Case study •Poor assessment methods, •restricted KG resources, •limited scope [ 107 ] QA for unstructured educational text. NLP-BERT Hybrid Extensive text sources.…”
Section: Applications Of Knowledge Graphs Construction In Educationmentioning
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