tailieunhanh - Automatic selection of informative sentences: The sentences that can generate multiple choice questions

Traditional education cannot meet the expectation and requirement of a Smart City; it require more advance forms like active learning, ICT education etc. Multiple choice questions (MCQs) play an important role in educational assessment and active learning which has a key role in Smart City education. MCQs are effective to assess the understanding of well-defined concepts. A fraction of all the sentences of a text contain well-defined concepts or information that can be asked as a MCQ. These informative sentences are required to be identified first for preparing multiple choice questions manually or automatically. In this paper we propose a technique for automatic identification of such informative sentences that can act as the basis of MCQ. The technique is based on parse structure similarity. A reference set of parse structures is compiled with the help of existing MCQs. The parse structure of a new sentence is compared with the reference structures and if similarity is found then the sentence is considered as a potential candidate. Next a rulebased post-processing module works on these potential candidates to select the final set of informative sentences. The proposed approach is tested in sports domain, where many MCQs are easily available for preparing the reference set of structures. The quality of the system selected sentences is evaluated manually. The experimental result shows that the proposed technique is quite promising. | Automatic selection of informative sentences: The sentences that can generate multiple choice questions

• Giáo dục học
• Automatic selection
• Informative sentences
• Generate multiple choice questions
• Multiple choice questions
• Educational assessment
• Journal of Computer Science and Cybernetics
• Automatic heart disease prediction
• Feature selection and data mining technique
• Automatic Heart Disease
• The patients dataset
• Applying text selection method
• Deep neural network
• Convolution neural network
• In domain language model
• Automatic speech recognition
• adaptive speaking
• automatic user
• rate selection
• english
• information
• Data mining
• Heart Disease Prediction
• Feature selection
• Infinite Latent Feature Selection
• HD symptoms
• BMC Bioinformatics
• Synapse detection
• Automatic quantification
• 3D confocal image
• Model selection
• distribution functions
• Genomic selection
• Mathematical optimization
• Proximal algorithms
• Genome wide prediction
• Plankton classification
• Image classification
• Multiple view features
• Multiple kernel learning
• Teaching learning process
• Educational development
• Strategy questionnaires
• Quality of teaching and learning
• Educational psychology
• Classroom management
• Standardized testing
• Increasing learning through assessment
• Effective teaching
• The CDIO model
• Educational framework
• Outcome based assessment
• Venn diagram of personal
• International skills adapted
• Educational sciences
• Graduation assessment
• Teacher education colleges
• Renew targets of assessment
• Content of assessment
• Pedagogical competencies
• BMC Pediatrics
• Child development
• Special educational needs
• Population health
• Social determinants of health
• Educational needs assessment
• Domestic tourist motivation assessment in I city Shah Alam
• Domestic tourist motivation assessment
• Providing I City Shuttle
• The related tourism products
• The educational references for the future
• Self assessment
• Skill practicing
• Self assessment on learning outcomes
• Defining goals
• Learning outcomes
• Ebook The formative assessment action plan
• Educational tests and measurements
• Teacher–student relationships
• Communication in education
• The formative assessment action plan
• Academic Achievement
• Children and Families
• Education and the Arts
• Educational Program Evaluation
• Complex cognitive processes
• Social constructivist approaches
• Classroom assessment
• Standardized tests
• Summary of Doctoral Dissertation on Educational Science
• Summary of Doctoral Thesis
• Methodologies in teaching Maths
• Learning through experience
• Educating elementary school students
• Summary of Doctoral Thesis in Education Science
• Thesis in Education Science
• Educational Management
• Activities to assess learning outcomes
• Activities to assess educational quality
• Educational Context
• AP Assessment
• Professional Development
• IB Assessment
• Enrichment Activities
• Human Learning
• BMC Cancer
• Breast cancer
• Risk assessment
• Internal medicine
• Primary care physicians
• Electronic health records
• Developmental assessment
• Educational plan
• Children with autism
• Interdisciplinary science
• Inclusive education
• Educational application
• Boost students’ motivation
• Quizizz in daily lessons
• Game based application
• Assessment online
• Blended training form
• Bloom Taxonomy
• Blended method
• Educational institutions
• Teacher student relationships
• educational scheme
• sound condition
• professional fees
• Forest Utilization
• Adding Value
• Hemicellulose
• Longitudinal Data
• Using MATLAB
• Educational Simulator
• Swarm Optimization
• Economic Dispatch Applications
• Decomposition Approach
• Mathematics Education
• Mathematics Learning
• Mathematical Content
• Increase Equity
• Educational Principles
• marriage
• divorce
• military
• research
• theory
• stress
• assessment
• data
• families
• Evaluation and testing in nursing education
• Nursing education
• The educational process
• Higher level learning
• Effective assessment procedures
• Certification examinations
• Paraverbal factor
• Non verbal factor
• High school student
• Stylistics of Vietnamese
• Facial expression