№ files_lp_4_process_1_48726
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Academic overview of the research field of educational data mining describing its origins, data sources, analytical techniques, and applications in studying learning processes within computer-based educational systems.
Academic field:
Educational Data Mining
Related disciplines:
Data Mining; Machine Learning; Psychometrics; Text Mining; Web Log Analysis
Thematic area:
Technology-Enhanced Learning
Type of document:
Academic reference text / encyclopedia-style overview
Authors:
Oliver Scheuer; Bruce M. McLaren
Author affiliations:
German Research Center for Artificial Intelligence (DFKI); Carnegie Mellon University
Institutions location:
Saarbrücken, Germany; Pittsburgh, PA, United States
Research focus:
Analysis of large-scale educational data from computer-based learning environments
Key concepts:
student modeling; Bayesian Knowledge Tracing; diagnostic modeling; domain modeling; learning analytics
Data sources described:
system interaction logs, quizzes and exercises, collaborative chat data, administrative records, demographic information, physiological sensor data
Analytical methods referenced:
data preprocessing, pattern detection, probabilistic modeling, validation of results
Relevant conferences:
International Conference on Educational Data Mining; Artificial Intelligence in Education (AIED); Intelligent Tutoring Systems (ITS); User Modeling, Adaptation, and Personalization (UMAP)
Related publication:
Journal of Educational Data Mining (JEDM)
Historical development:
emergence of EDM as a scientific field around 2008–2009 through dedicated conferences and journal publications
Price: 8 / 10 USD
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Year:
2020
Region / city:
Global
Topic:
Education Technology, Learning Design
Document type:
Chapter
Organization:
Not specified
Author:
Jahnke, I., Schmidt, M., Pham, M., Singh, K.
Target audience:
Researchers, instructional designers, learning designers
Period of validity:
Ongoing
Date of approval:
Not specified
Date of changes:
Not specified
Year:
2026
Region / city:
United Kingdom
Topic:
Intellectual property, AI training, copyright exceptions
Document type:
Government consultation annex
Organization / institution:
Intellectual Property Office (IPO)
Authors:
Not specified
Target audience:
Policymakers, stakeholders in AI and copyright
Policy period:
Current and proposed regulations for TDM and CGW
Consultation stage:
Analysis of short-list policy options and regulatory impacts
Note:
Year
Context:
This is a quarterly cash flow report for mining exploration entities or oil and gas exploration entities, providing a detailed summary of cash flow activities, including operating, investing, and financing activities, as well as estimated future funding availability.
Year:
2026
Note:
Region / city
Theme:
Mining, Resource Management
Document Type:
Template
Year:
1999
Region / City:
Queensland
Topic:
Mining and Quarrying Safety
Document Type:
Application Form
Organization / Institution:
Board of Examiners
Author:
N/A
Target Audience:
Applicants for Underground Site Senior Executive Notice
Period of validity:
N/A
Approval Date:
N/A
Modification Date:
N/A
Year:
1999
Region / City:
Queensland, Australia
Subject:
Coal mining, safety and health, site senior executive
Document Type:
Application form
Organization / Institution:
Board of Examiners
Author:
Not specified
Target Audience:
Applicants for Site Senior Executive role
Effective Period:
Not specified
Approval Date:
Not specified
Date of Amendments:
Not specified
Note:
Year
Document Type:
Application Form
Organization / Institution:
Board of Examiners
Year:
2025
Region / City:
Urbana-Champaign, Illinois
Theme:
Text Mining, Large Language Models (LLMs)
Document Type:
Course Syllabus
Institution:
University of Illinois
Instructor:
Jiawei Han
Target Audience:
Students of CS598JH
Period:
Fall 2025
Note:
Approval Date
Lecture Sessions:
12:30 PM–01:45 PM, WF
Instructor Office Hours:
1:45–2:30 PM (W/F @ 2132 SC), Online: 9–9:30 PM CT Wed.
Teaching Assistant:
Ming Zhong
TA Office Hours:
In person: Tues. 12:30 PM–1:00 PM, Online: Thurs. 8:00 PM–8:30 PM
Year:
2023
Region / City:
Kazakhstan
Theme:
Mining Sector, Governance, Economic Development
Document Type:
Report
Organization / Institution:
World Bank
Author:
Javier Aguilar, Paulo de Sa, Timur Odilov, Tatyana Sedova, Helga Treichel
Target Audience:
Policy Makers, Industry Stakeholders, Economists
Period of Validity:
Until 2023
Approval Date:
Not specified
Amendment Date:
Not specified
Year:
1994
Region / city:
Queensland
Subject:
Environmental authority, statutory declarations
Document type:
Statutory declaration form
Author:
Queensland Government
Target audience:
Individuals making statutory declarations related to environmental authorities
Validity period:
Not specified
Approval date:
Not specified
Modification date:
Not specified
Year:
2026
Region / City:
Australia
Theme:
Competition and consumer law, mergers and acquisitions
Document Type:
Questionnaire
Organization / Institution:
Australian Competition and Consumer Commission (ACCC)
Author:
Australian Competition and Consumer Commission (ACCC)
Target Audience:
Businesses, industry stakeholders, and the public
Action Period:
Until 9 February 2026
Approval Date:
N/A
Modification Date:
N/A
Year:
2025
Region / City:
Kenya
Topic:
Environmental Deposit Bonds, Mining Sector
Document Type:
Guideline
Institution:
Government of Kenya
Author:
National Environment Management Authority
Target Audience:
Mining sector stakeholders, policy makers, environmental agencies
Period of Application:
Ongoing, subject to review
Approval Date:
September 2025
Date of Changes:
Continuous review expected
Year:
2025
Region / City:
Kenya
Topic:
Artisanal and Small-Scale Mining
Document Type:
Guidelines
Institution:
Ministry of Mining, Blue Economy and Maritime Affairs
Author:
Hassan Ali Joho
Target Audience:
Policymakers, regulators, miners, stakeholders
Period of Effectiveness:
From publication date
Approval Date:
September, 2025
Date of Revisions:
None
Year:
20
Region / city:
Western Australia
Topic:
Mining Tenement Registration
Document Type:
Form
Author:
Not specified
Target Audience:
Individuals or entities involved in mining tenement applications
Period of Action:
Not specified
Approval Date:
Not specified
Date of Amendments:
Not specified
Year:
2023-2024
Region / city:
Kadapa district, Andhra Pradesh, India
Topic:
Butterfly biodiversity, mining, and forest habitat comparison
Document Type:
Research study
Organization / institution:
Not specified
Author:
Not specified
Target audience:
Researchers, environmentalists, and conservationists
Period of validity:
Not specified
Approval date:
Not specified
Date of amendments:
Not specified
Keywords:
Biodiversity, Butterfly fauna, Comparative study, Diversity, Habitats, Monitoring
Context:
The document is a comparative study of butterfly fauna diversity in the mining area of Tummalapalle and the Palakondalu forest area of Kadapa district, analyzing differences in species richness, habitat types, and environmental impacts.
Job title:
Document Controller (EPCM)
Business unit:
BakerHicks
Reports to:
Head of Document Control UK
Location:
UK
Document type:
Role definition
Functional area:
Document control
Industry context:
Engineering and project delivery
Key responsibilities:
Project document management, EDMS administration, workflow control, quality and metadata compliance, information distribution
Systems referenced:
Electronic Document Management System (EDMS), Viewpoint for Projects, Fieldview
Required qualifications:
Sound educational background or equivalent work experience
Required skills:
Document control, quality compliance, reporting, stakeholder coordination, Microsoft Office proficiency
Experience requirements:
Document control within engineering or project-based environments
Target audience:
Document control professionals and project team members
Note:
Identification
Year:
2024
Region / city:
Sophia Antipolis, France
Topic:
Quality of Experience (QoE) measurement collection
Document type:
Technical Specification
Organization:
3rd Generation Partnership Project (3GPP)
Author:
3GPP Technical Specification Group Services and System Aspects
Target audience:
Network operators, telecommunication service providers
Period of validity:
Undefined
Approval date:
Not approved
Date of amendments:
Not applicable
Year:
2024
Region / City:
Global
Topic:
eUICC Identifier (EID) assignment and management
Document Type:
Technical Specification
Organization / Institution:
GSM Association
Author:
GSM Association
Target Audience:
Industry stakeholders, eUICC manufacturers, regulatory authorities
Validity Period:
N/A
Approval Date:
March 2024
Amendment Date:
N/A
Confidentiality:
Non-confidential
Security Classification:
Non-confidential
Access and Distribution:
Restricted to authorized persons
Copyright:
Copyright © 2024 GSM Association
Antitrust Compliance:
Compliant with GSM Association’s antitrust policy