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Research field
Educational data mining (EDM) is a research field concerned with the application of data mining, machine learning and statistics to information generated
Educational_data_mining
Process of analyzing large data sets
Data mining is the process of extracting and finding patterns in massive data sets involving methods at the intersection of machine learning, statistics
Data_mining
Australian academic
Adelaide University. He is known for his role in establishing the educational data mining scientific community, for the Baker Rodrigo Ocumpaugh Monitoring
Ryan_S._Baker
Real-world applications of data mining
Data mining, the process of discovering patterns in large data sets, has been used in many applications. Drone monitoring and satellite imagery are some
Examples_of_data_mining
Branch of analytics
understand and optimize learning. Differentiating the fields of educational data mining (EDM) and learning analytics (LA) has been a concern of several
Learning_analytics
Interdisciplinary academic field
John (2010-10-25). "A Data Repository for the EDM Community". Handbook of Educational Data Mining. Chapman & Hall/CRC Data Mining and Knowledge Discovery
Learning_engineering
Data-driven instruction is an educational approach that relies on information to inform teaching and learning. The idea refers to a method teachers use
Data-driven_instruction
Textual emotion detection method
Sweta, Soni (2024). Sentiment Analysis and its Application in Educational Data Mining (SpringerBriefs in Computational Intelligence). Berlin, Heidelberg:
Sentiment_analysis
Grouping a set of objects by similarity
Decision Analytics. "Classification Technique and its Combination with Clustering and Association Rule Mining in Educational Data Mining — A survey".
Cluster_analysis
Topics referred to by the same term
Mathematics Educational data mining Electronic document management Empirical dynamic modeling Enterprise data management Enterprise data modeling Enterprise
EDM
Sampling method for field observations
Proceedings of the International Conference on Educational Data Mining. International Educational Data Mining Society. pp. 126–133. Mulqueeny, Kevin; Kostyuk
Baker Rodrigo Ocumpaugh Monitoring Protocol
Baker_Rodrigo_Ocumpaugh_Monitoring_Protocol
Computer scientist and learning analytics researcher
ACM Distinguished Member Learning analytics Learning sciences Educational data mining Ryan S. Baker Arthur C. Graesser George Siemens "P3 - Petri net
Dragan_Gašević
Education research centre in New York City
in Video Discussions (PDF). The 7th International Conference on Educational Data Mining. London. Retrieved 28 August 2019. "Education: New Learning Times
EdLab
Best Student Paper Award at the 5th International Conference on Educational Data Mining 2013: Finalist for Best Paper Award at the 16th International Conference
Project_LISTEN
Academic journal
formative and summative assessment; tools for learning analytics and educational data mining; ontologies for learning systems; standards and web services that
IEEE Transactions on Learning Technologies
IEEE_Transactions_on_Learning_Technologies
logistics, researchers have applied advanced data mining techniques and systems engineering to educational administration. A study focused on enhancing
Mindanao State University–Sultan Naga Dimaporo
Mindanao_State_University–Sultan_Naga_Dimaporo
Canadian academic
working on bridging the two formats.[citation needed] Ryan S. Baker Educational data mining Dragan Gasevic Arthur C. Graesser Learning analytics Learning sciences
George_Siemens
American psychologist
published in cognitive psychology, intelligent tutoring systems, and educational data mining, and his research group has repeatedly won "Best Paper" awards
Kenneth_Koedinger
Education service on the web
in MOOC Discussion Forums Affect Learning Gains". International Educational Data Mining Society. Archived from the original on 20 August 2017. Retrieved
Massive_open_online_course
American computer scientist
6th International Conference on Educational Data Mining (EDM 2013) (pp. 161-169): International Educational Data Mining Society. Rau, M. A., Aleven, V
Vincent_Aleven
Computer system to provide instruction to learners
for explanations of the feedback provided by the student. Educational data mining Educational technology Evidence-based learning Learning objects Serious
Intelligent_tutoring_system
Obtaining data from a social media user's content
Social media mining is the process of obtaining data from user-generated content on social media in order to extract actionable patterns, form conclusions
Social_media_mining
2013 video game
Problem Solving Skills in Plants vs. Zombies 2" (PDF). International Educational Data Mining Society. Archived (PDF) from the original on March 27, 2024. Retrieved
Plants_vs._Zombies_2
Teaching and Learning Enhancing Teaching and Learning through Educational Data Mining and Learning Analytics Expanding Evidence Approaches for Learning
Office of Educational Technology
Office_of_Educational_Technology
Open-source data analysis software
open-source data visualization, machine learning and data mining toolkit. It features a visual programming front-end for exploratory qualitative data analysis
Orange_(software)
artificial intelligence to extract meaningful insights from data. Data mining is a particular data analysis technique that focuses on statistical modeling
Data_analysis
Jupyter notebook for Python programming, machine learning, data science, and educational technology. GNU Octave – open-source alternative to MATLAB for
List of online educational resources
List_of_online_educational_resources
American psychologist (born 1950)
University of Oxford. He has served as the editor of the Journal of Educational Psychology and Discourse Processes, has been president of four scientific
Arthur_C._Graesser
Suite of machine learning software written in Java
book "Data Mining: Practical Machine Learning Tools and Techniques". Weka contains a collection of visualization tools and algorithms for data analysis
Weka_(software)
American levels of education
rates of educational attainment by age, sex, race, and Hispanic origin. Differing at the regional and state levels, educational attainment data are shown
Educational attainment in the United States
Educational_attainment_in_the_United_States
Cloud Platform LIONsolver Microsoft Analysis Services NetOwl Oracle Data Mining PSeven PolyAnalyst Qlucore RapidMiner SAS Enterprise Miner SPSS Modeler
List_of_data_science_software
Process of getting coal to the surface
Coal mining is the process of extracting coal from the ground or from a mine. Coal is valued for its energy content and since the 1880s has been widely
Coal_mining
American researcher, academic and author (born 1959)
gender differences in game-based learning, student agency, and data mining of educational game interactions. In 2023, McLaren and Huy Nguyen co-authored
Bruce_M._McLaren
Engineering discipline
Mining engineering is the extraction of minerals from the ground. It is associated with many other disciplines, such as mineral processing, exploration
Mining_engineering
American psychologists
Tutor software. This work has been particularly influential in the educational data mining community—over half of the EDM conference papers published in 2011
Albert_T._Corbett
ADaMSoft – a generalized statistical software with data mining algorithms and methods for data management ADMB – a software suite for non-linear statistical
List_of_statistical_software
Combined real-and-virtual environment
workplace, training, educational purposes, therapeutic treatments, and data exploration and analysis. Extended reality works by using visual data acquisition that
Extended_reality
quinary) sector. According to research from the Federal Reserve Economic Data (more specifically, provided by the Bureau of Labor Statistics), health care
List of largest United States–based employers globally
List_of_largest_United_States–based_employers_globally
Institute in Shenzhen, Guangdong, China
Hall Dwinelle Hall Etcheverry Hall Evans Hall Gilman Hall Hearst Memorial Mining Building Jacobs Institute for Design Innovation LeConte Hall Leuschner Observatory
Tsinghua–Berkeley Shenzhen Institute
Tsinghua–Berkeley_Shenzhen_Institute
Public university in Xuzhou, Jiangsu, China
The China University of Mining and Technology (CUMT; 中国矿业大学) is a public university located in Xuzhou, Jiangsu, China. It is affiliated with the Ministry
China University of Mining and Technology
China_University_of_Mining_and_Technology
Academic journal
study research, quantitative, experimental, quasi-experimental, data mining, and data analytics approaches; position papers; policy perspectives; critical
Journal of Research in Science Teaching
Journal_of_Research_in_Science_Teaching
"Predicting learning and affect from multimodal data streams in task-oriented tutorial dialogue". Educational Data Mining 2014. Swartout, William; Artstein, Ron;
Pedagogical_agent
University in Freiberg, Germany
Freiberg, Saxony, in Germany. The university's focuses are exploration, mining and extraction, processing, and recycling of natural resources & scrap,
Freiberg University of Mining and Technology
Freiberg_University_of_Mining_and_Technology
Openly accessible data
education, open educational resources, open government, open knowledge, open access, open science, and the open web. The growth of the open data movement is
Open_data
Identifying an anonymized person from deanomized data
information to data mining companies that sell to pharmaceutical companies in turn. There have been state laws enacted to ban data mining of medical information
Data_re-identification
Study of collection and analysis of data
(statistical evaluation of astronomical data) Biostatistics Chemometrics (for analysis of data from chemistry) Data mining (applying statistics and pattern recognition
Statistics
Software projects developed at universities
processing chatbot (MIT) ELKI – data mining and clustering framework (LMU Munich) GATE – natural language processing and text-mining framework (Sheffield) HTK
List of software developed at universities
List_of_software_developed_at_universities
Analytics software suite
to business intelligence, cybersecurity and data management. SAS Institute has partnered with educational institutions such as Appalachian State University
SAS_Viya
Standard for classifying business establishments
picture and sound recording, broadcasting, telecommunications, as well as data processing and hosting. "North American Industry Classification System (NAICS)
North American Industry Classification System
North_American_Industry_Classification_System
American applied mathematician
for her contributions in computational science, multilinear algebra, data mining, graph algorithms, mathematical optimization, parallel computing, and
Tamara_G._Kolda
Legal issues regarding the collection and dissemination of data
The advent of various search engines and the use of data mining created a capability for data about individuals to be collected and combined from a
Information_privacy
Specialized agency of the United Nations
The United Nations Educational, Scientific and Cultural Organization (UNESCO /juːˈnɛskoʊ/) is a specialized agency of the United Nations (UN) with the
UNESCO
Java software and development tools
data mining Yooreeka – machine learning Java Data Mining (JDM) – standard Java API for data mining Massive Online Analysis (MOA) – data stream mining
List of Java software and tools
List_of_Java_software_and_tools
Municipality in South Governorate
between public and private institutions both locally and nationally. All data provided on education concerning the 2005–2006 school year. Since the publication
Al-Majadel
P-20 longitudinal data systems are state-level educational databases in the United States created to "capture, study and use student data from preschool
P-20 longitudinal data systems
P-20_longitudinal_data_systems
Technical university in Kraków, Poland
makeshift teaching venues and educational materials. With the consent of the occupier, in 1940, a State School of Mining, Metallurgy, and Measurement (Staatlische
AGH_University_of_Kraków
Technical college in St. Petersburg, Russia
Saint Petersburg Mining University of Empress Catherine II (Russian: Санкт-Петербургский горный университет императрицы Екатерины II) is the oldest technical
Saint Petersburg Mining University
Saint_Petersburg_Mining_University
Mining in the United States has been active since the beginning of colonial times, but became a major industry in the 19th century with a number of new
Mining_in_the_United_States
as maintaining the grounds, administrative costs, salaries, books and educational materials, and extramural activities. Most schools supplement the government
Education_in_South_Africa
library in C++ See List of open-source machine learning software See Data Mining below See R programming language – packages of statistical learning and
List of free and open-source software packages
List_of_free_and_open-source_software_packages
Place in Mpumalanga, South Africa
province, Republic of South Africa. It is both a mixed agriculture and mining region. It is located 210 km (130 mi) east of Johannesburg. Some of the
Ermelo,_South_Africa
Metalliferous Mining was formed in 1910 by the amalgamation of all the mining schools in Cornwall, England. In the 19th century mining schools under government
School of Metalliferous Mining
School_of_Metalliferous_Mining
Statistical analysis software
Nonparametric Data Analysis for Social Research: IBM SPSS. LAP Academic Publishing. ISBN 978-6200118721. "KDnuggets Annual Software Poll: Analytics/Data mining software
SPSS
Educational activity of teaching knowledge and principles of engineering
Technology and Metallurgy Sofia Agricultural University Plovdiv University of Mining and Geology "St. Ivan Rilski" The Bulgarian engineers are united in the
Engineering_education
Machine capable of carrying out a complex series of actions automatically
change the process of mining. In 2015, these Caterpillar trucks were actively used in mining operations in Australia by the mining company Rio Tinto Coal
Robot
Conversational software
and its use of data collected from the child's speech. IBM's Watson computer has been used as the basis for chatbot-based educational toys for companies
Chatbot
The relationship between uranium mining and the Navajo people began in 1944 in northeastern Arizona, northwestern New Mexico, and southeastern Utah. In
Uranium mining and the Navajo people
Uranium_mining_and_the_Navajo_people
quality of Peru's educational structure. Peru's lack of higher education accreditation and its reliance on extractivism – with mining not requiring much
Education_in_Peru
Computer system simulating intelligence
Computational finance and Computational economics Concept mining Developmental robotics Data mining Evolutionary robotics ELIZA effect Knowledge-based engineering
Computational_intelligence
American computer scientist
New York University Stern School of Business. His research focuses on data mining, crowdsourcing, human computation, and the economics of online information
Panos_Ipeirotis
Statistical software
SAS/QC – Quality control SAS/INSIGHT – Data mining SAS/PH – Clinical trial analysis SAS Enterprise Miner – data mining SAS Enterprise Guide – GUI-based code
SAS_(software)
Wiki-based platform
the Guacamaya hacktivist group to release a large-scale data leak from the Guatemalan mining company CGN-Pronico. This release marked the beginning of
Enlace_Hacktivista
Place in Karnataka, India
Kolar Gold Fields (K.G.F.) is a mining region in K.G.F. taluk (township), Kolar district, Karnataka, India. It is headquartered in Robertsonpet, where
Kolar_Gold_Fields
University of Rwanda and World Bank funded centre of excellence in data science
The African Centre of Excellence in Data Science (ACE-DS) is a Rwandan educational institution focusing on data science. It is situated at the University
African Centre of Excellence in Data Science
African_Centre_of_Excellence_in_Data_Science
City in Krasnoyarsk Krai, Russia
located atop some of the largest nickel deposits on Earth. Consequently, mining and smelting ore are the major industries. Norilsk is the center of a region
Norilsk
Public University in Zahedan, Iran
Fine Arts, Iranshahr Teacher Training, Earth Science and Geography, Educational Science and Psychology, as well as the faculty of electrical and computer
University of Sistan and Baluchestan
University_of_Sistan_and_Baluchestan
Approach to teaching mathematics that emphasizes the use of computers
immediate feedback, adaptive review and teacher-monitored progress data. Studies of educational math apps have found that high-quality app-based instruction
Computer-based mathematics education
Computer-based_mathematics_education
Country in West Africa
civil wars. Since the end of the civil wars, mining activity increased with emphasis on industrial mining. Mining has also led to concerns about environmental
Liberia
Largest settlement and administrative centre of Svalbard, Norway
started coal-mining there in 1906. Store Norske Spitsbergen Kulkompani (SNSK) took over the mining operations in 1916, and still conducts mining. The German
Longyearbyen
learning, data mining, and other AI themes. Joint scientific and technological cooperation in ML, and probabilistic logic techniques for various data types
Artificial intelligence in India
Artificial_intelligence_in_India
University in Iran
was promoted to the Higher Education Center of Kazerun. In 2010, this educational center was upgraded to Kazerun University Complex. On December 10, 2011
Salman Farsi University of Kazerun
Salman_Farsi_University_of_Kazerun
System to capture, manage, and present geographic data
restoration sites. GIS or spatial data mining is the application of data mining methods to spatial data. Data mining, which is the partially automated
Geographic_information_system
AI capabilities. In 2024, the UK government proposed a broad text and data mining (TDM) exception to copyright that would have allowed AI companies to
Copyright and artificial intelligence in the United Kingdom
Copyright_and_artificial_intelligence_in_the_United_Kingdom
Public university in Dnipro, Ukraine
Higher Mining Technical School (EHMTS) was conducted on October 12, 1899, and in April of the next year construction of the institution's new educational buildings
Dnipro_Polytechnic
Mining university in Jiaozuo, China
Henan Polytechnic University (HPU) is a mining university in the Henan province. Established by the British Syndicate Co. Ltd., in 1909, it has now developed
Henan_Polytechnic_University
Geographic data discipline
research is the use of open data in planning lifesaving activities. Mining geomatics is the branch of geomatics dedicated to mining. It focuses on acquiring
Geomatics
Technical university in Almaty, Kazakhstan
Kazakhstan" was established the Kazakh Mining and Metallurgical Institute (KazMMI) with two faculties: mining and non-ferrous metals in a capital of Kazakhstan
Satbayev_University
Census-designated place in Mohave County
a one-time silver mining camp in Mohave County, Arizona, United States, and is considered the oldest continuously inhabited mining town in the state.
Chloride,_Arizona
Technical university in Russia
his deputy for educational and scientific work. Around that time, the Faculty of Workers (rabfak) was opened. On March 19, 1960, the Mining and Metallurgical
Irkutsk National Research Technical University
Irkutsk_National_Research_Technical_University
U.S. state
Forgotten Nevada – Ghost Towns and Mining Camps of Nevada Nevada's Historical Markers Nevada State Seal Geographic data related to Nevada at OpenStreetMap
Nevada
and the District of Columbia and their nominal GDP at current prices. The data source for the list is the Bureau of Economic Analysis (BEA) in 2025. The
List of U.S. states and territories by GDP
List_of_U.S._states_and_territories_by_GDP
Country primarily in North America
ISSN 0275-1275. S2CID 145135025. Rawls, James J. (1999). A Golden State: Mining and Economic Development in Gold Rush California. University of California
United_States
Province of Canada
Ontario is sparsely populated with cold winters and heavy forestation, with mining and forestry making up the region's major industries. Ontario is a term
Ontario
One's unique set of traceable digital activities
as college admissions. Media and information literacy frameworks and educational efforts promote awareness of digital footprints as part of a citizen's
Digital_footprint
Method of data analysis
some contexts, outliers can be difficult to identify. For example, in data mining algorithms like correlation clustering, the assignment of points to clusters
Principal_component_analysis
Observed inability to reproduce scientific studies
analysis of a set of data. The second category, replication, involves repeating an experiment or study with new, independent data to verify the original
Replication_crisis
hard-to-access data. Another related field is data mining. Data mining deals with the extraction of knowledge from large databases. Several data mining algorithms
Boolean_analysis
Identifier for a taxpaying entity in the United States
Agriculture Banking Communications Companies Energy Insurance Manufacturing Mining Science and technology Tourism Trade by state Currency Exports Federal budget
Taxpayer Identification Number
Taxpayer_Identification_Number
Country in West Asia
Services contribute the largest percentage of GDP, followed by industry (mining and manufacturing) and agriculture. The economy is characterised by its
Iran
which might be extracted through open-pit mining are as high as US$20 billion. Eurasian Minerals and Newmont Mining Corporation are two of the firms involved
Economy_of_Haiti
EDUCATIONAL DATA-MINING
EDUCATIONAL DATA-MINING
Female
Russian
 Short form of Russian Yekaterina, KATA means "pure." Compare with other forms of Kata.
Girl/Female
Tamil
Education
Female
Hungarian
 Short form of Hungarian Katalin, KATA means "pure." Compare with other forms of Kata.
Male
Hebrew
(דֶּרַע) Hebrew name DARA means "the arm." In the bible, this is the name of a son of Zerah. Compare with other forms of Dara.
Female
English
 Middle English name DARA means "brave, daring." Compare with another form of Dara.
Male
Irish
Irish Gaelic name MAC DARA means "son of oak." This is the name of a patron saint and is still common in Ireland, especially in Connemara.
Female
Polish
Short form of Polish Edyta, DYTA means "rich battle."
Female
Hebrew
(×“Ö¼Ö¸× Ö¸×”) Feminine form of Hebrew Dan, DANA means "judge." Compare with other forms of Dana.
Female
Polish
 Variant spelling of Polish Dyta, DITA means "rich battle." Compare with another form of Dita.
Male
Irish
 From Irish Gaelic Mac Dara, DARA means "son of oak." Compare with other forms of Dara.
Female
Hindi/Indian
(लता) Hindi name derived from a plant name, from the Sanskrit word lata, LATA means "creeper," in reference to a creeping plant.
Male
Turkish
Turkish name ATA means "ancestor."
Female
Slavic
 Short form of Slavic Bogdana, DANA means "gift from God." Compare with other forms of Dana.
Male
Iranian/Persian
 Short form of Persian Dârayavahush, DARA means "possesses a lot, wealthy." Compare with other forms of Dara.
Female
Finnish
 Short form of Finnish Katariina, KATA means "pure." Compare with other forms of Kata.
Male
Hebrew
Variant spelling of Hebrew Dathan, DATAN means "belonging to a fountain."
Female
Finnish
Variant form of Finnish Aada, AATA means "noble."
Male
English
English surname transferred to unisex forename use, possibly DANA means "from Denmark."
Female
English
 English surname transferred to unisex forename use, possibly DANA means "from Denmark." Compare with other forms of Dana.
Female
Hebrew
(דִּיתָה) Pet form of Hebrew Yehuwdiyth, DITA means "Jewess" or "praised." Compare with another form of Dita.
EDUCATIONAL DATA-MINING
EDUCATIONAL DATA-MINING
Boy/Male
Indian, Punjabi, Sikh
Highest Gem
Boy/Male
Hindu, Indian, Marathi
Very Bright
Boy/Male
Hindu
Distinguished
Surname or Lastname
English
English : patronymic from a short form of the medieval personal name Tibalt, Tebald (see Theobald).
Male
English
English surname transferred to unisex forename use, originally a Norman French form of Middle English Alfred, AVERY means "elf counsel."
Male
Norwegian
Danish and Norwegian form of Old Norse Þorbiorn, TORBJØRN means "Thor's bear."
Boy/Male
Indian, Sanskrit
One who Worships a Single Deity
Female
Hindi/Indian
Variant spelling of Hindi unisex Indrajit, INDERJIT means "conqueror of Indra."
Boy/Male
German American
Abbreviation of Adolphus noble wolf.
Boy/Male
Bengali, Celebrity, Gujarati, Hindu, Indian, Kannada, Malayalam, Marathi, Mythological, Sanskrit, Sindhi, Tamil, Telugu, Traditional
Love; Cute; Head of God; Protector of Cows; Lord Krishna
EDUCATIONAL DATA-MINING
EDUCATIONAL DATA-MINING
EDUCATIONAL DATA-MINING
EDUCATIONAL DATA-MINING
EDUCATIONAL DATA-MINING
n.
Nurture; education; culture; bringing up.
a.
Of or pertaining to education.
n. pl.
See Datum.
n.
The act or process of educating; the result of educating, as determined by the knowledge skill, or discipline of character, acquired; also, the act or process of training by a prescribed or customary course of study or discipline; as, an education for the bar or the pulpit; he has finished his education.
a.
Pertaining to, or promoting, instruction; educational.
n.
Education late in life.
n.
Literary education.
n.
Prior date; a date antecedent to another which is the actual date.
n.
Instruction; education.
n.
That addition to a writing, inscription, coin, etc., which specifies the time (as day, month, and year) when the writing or inscription was given, or executed, or made; as, the date of a letter, of a will, of a deed, of a coin. etc.
v. t.
To date erroneously.
v. t.
To note the time of writing or executing; to express in an instrument the time of its execution; as, to date a letter, a bond, a deed, or a charter.
n.
An exercise; a composition serving an educational purpose; a study.
n.
The point of time at which a transaction or event takes place, or is appointed to take place; a given point of time; epoch; as, the date of a battle.
v. t.
To note or fix the time of, as of an event; to give the date of; as, to date the building of the pyramids.
imp. & p. p.
of Date
n.
Nurture; education; formation of manners.
p. pr. & vb. n.
of Date
pl.
of Datum
n.
The fruit of the date palm; also, the date palm itself.