توضیحات
کتاب Data Mining and Learning Analytics یک راهنمای جامع برای افرادی است که می خواهند مفاهیم مربوط به داده کاوی و تحلیل داده ها را بیاموزند.
سرفصل های این کتاب عبارتند از:
PART 1: AT THE INTERSECTION OF TWO FIELDS: EDM
- EDUCATIONAL PROCESS MINING: A TUTORIAL AND CASE STUDY USING MOODLE DATA SETS
- ON BIG DATA AND TEXT MINING IN THE HUMANITIES
- FINDING PREDICTORS IN HIGHER EDUCATION
- EDUCATIONAL DATA MINING: A MOOC EXPERIENCE
- DATA MINING AND ACTION RESEARCH
PART 2: PEDAGOGICAL APPLICATIONS OF EDM
- DESIGN OF AN ADAPTIVE LEARNING SYSTEM AND EDUCATIONAL DATA MINING
- THE “GEOMETRY” OF NAÏVE BAYES: TEACHING PROBABILITIES BY “DRAWING” THEM
- EXAMINING THE LEARNING NETWORKS OF A MOOC
- EXPLORING THE USEFULNESS OF ADAPTIVE ELEARNING LABORATORY ENVIRONMENTS IN TEACHING MEDICAL SCIENCE
- INVESTIGATING CO-OCCURRENCE PATTERNS OF LEARNERS’ GRAMMATICAL ERRORS ACROSS PROFICIENCY LEVELS AND ESSAY TOPICS BASED ON ASSOCIATION ANALYSIS
PART 3: EDM AND EDUCATIONAL RESEARCH
- MINING LEARNING SEQUENCES IN MOOCs: DOES COURSE DESIGN CONSTRAIN STUDENTS’ BEHAVIORS OR DO STUDENTS SHAPE THEIR OWN LEARNING?
- UNDERSTANDING COMMUNICATION PATTERNS IN MOOCs: COMBINING DATA MINING AND QUALITATIVE METHODS
- AN EXAMPLE OF DATA MINING: EXPLORING THE RELATIONSHIP BETWEEN APPLICANT ATTRIBUTES AND ACADEMIC MEASURES OF SUCCESS IN A PHARMACY PROGRAM
- A NEW WAY OF SEEING: USING A DATA MINING APPROACH TO UNDERSTAND CHILDREN’S VIEWS OF DIVERSITY AND “DIFFERENCE” IN PICTURE BOOKS
- DATA MINING WITH NATURAL LANGUAGE PROCESSING AND CORPUS LINGUISTICS: UNLOCKING ACCESS TO SCHOOL CHILDREN’S LANGUAGE IN DIVERSE CONTEXTS TO IMPROVE INSTRUCTIONAL AND ASSESSMENT PRACTICES
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