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Learning Analytics
Learning analytics is the measurement, collection, analysis and reporting of data about learners and their contexts, for purposes of understanding and optimizing learning and the environments in which it occurs. The growth of online learning since the 1990s, particularly in higher education, has contributed to the advancement of Learning Analytics as student data can be captured and made available for analysis. When learners use an LMS, social media, or similar online tools, their clicks, navigation patterns, time on task, social networks, information flow, and concept development through discussions can be tracked. The rapid development of massive open online courses (MOOCs) offers additional data for researchers to evaluate teaching and learning in online environments. Definition Although a majority of Learning Analytics literature has started to adopt the aforementioned definition, the definition and aims of Learning Analytics are still contested. Learning Analytics as a pre ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Educational Data Mining
Educational data mining (EDM) is a research field concerned with the application of data mining, machine learning and statistics to information generated from educational settings (e.g., universities and intelligent tutoring systems). At a high level, the field seeks to develop and improve methods for exploring this data, which often has multiple levels of meaningful hierarchy, in order to discover new insights about how people learn in the context of such settings. In doing so, EDM has contributed to theories of learning investigated by researchers in educational psychology and the learning sciences.R. Baker (2010) Data Mining for Education. In McGaw, B., Peterson, P., Baker, E. (Eds.) International Encyclopedia of Education (3rd edition), vol. 7, pp. 112-118. Oxford, UK: Elsevier. The field is closely tied to that of learning analytics, and the two have been compared and contrasted. Definition Educational data mining refers to techniques, tools, and research designed for automatic ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Decision Tree
A decision tree is a decision support tool that uses a tree-like model of decisions and their possible consequences, including chance event outcomes, resource costs, and utility. It is one way to display an algorithm that only contains conditional control statements. Decision trees are commonly used in operations research, specifically in decision analysis, to help identify a strategy most likely to reach a goal, but are also a popular tool in machine learning. Overview A decision tree is a flowchart-like structure in which each internal node represents a "test" on an attribute (e.g. whether a coin flip comes up heads or tails), each branch represents the outcome of the test, and each leaf node represents a class label (decision taken after computing all attributes). The paths from root to leaf represent classification rules. In decision analysis, a decision tree and the closely related influence diagram are used as a visual and analytical decision support tool, wh ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Master Of Science
A Master of Science ( la, Magisterii Scientiae; abbreviated MS, M.S., MSc, M.Sc., SM, S.M., ScM or Sc.M.) is a master's degree in the field of science awarded by universities in many countries or a person holding such a degree. In contrast to the Master of Arts degree, the Master of Science degree is typically granted for studies in sciences, engineering and medicine and is usually for programs that are more focused on scientific and mathematical subjects; however, different universities have different conventions and may also offer the degree for fields typically considered within the humanities and social sciences. While it ultimately depends upon the specific program, earning a Master of Science degree typically includes writing a thesis. The Master of Science degree was first introduced at the University of Michigan in 1858. One of the first recipients of the degree was De Volson Wood, who was conferred a Master of Science degree at the University of Michigan in 1859. ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Academic Analytics
Academic analytics is defined as the process of evaluating and analyzing organizational data received from university systems for reporting and decision making reasons (Campbell, & Oblinger, 200 Academic analytics will help student and faculty to track their career and professional paths. According to Campbell & Oblinger (2007), accrediting agencies, Government, governments, parents and students are all calling for the adoption of new modern and efficient ways of improving and monitoring student success. This has ushered the higher education system into an era characterized by increased scrutiny from the various stakeholders. For instance, the Bradley review acknowledges that benchmarking activities such as student engagement serve as indicators for gauging the institution's quality (Commonwealth Government of Australia, 2008). Increased competition, accreditation, assessment and regulation are the major factors encouraging the adoption of analytics in higher education. Althoug ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Shane Dawson (University Of South Australia Professor)
Shane Lee Yaw (born July 19, 1988), better known as Shane Dawson, is an American YouTuber, actor, filmmaker, writer, and musician. One of the first people to rise to fame on YouTube, he began making videos in 2008 at the age of 19 and garnered over 500 million views during the next two years. Most of Dawson's early work consisted of comedy sketches in which he would play original characters, impersonate celebrities, and make light of popular culture. Some of these impressions later drew criticism for their offensive content, including racial stereotypes. He has released six original songs such as "Superluv!" and numerous parodies of popular music videos. In 2013, he started the podcast ''Shane and Friends'', which ran for 140 episodes over four years. In 2014, he directed, produced, edited, and starred in the romantic comedy film '' Not Cool'' and appeared on the accompanying docu-series ''The Chair''. He has also appeared in the horror film ''Smiley'' (2012) and the comedy f ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Srećko Joksimović
Srećko ( sr, Срећко) or Srečko is a South Slavic masculine given name. It is a Slavic form of Felix. The name may refer to: * Srećko Bogdan * Srečko Brodar *Srećko Horvat *Srećko Ilić * Srećko Juričić * Srečko Katanec, Slovenian *Srečko Kosovel, Slovenian *Srećko Lisinac *Srećko Mitrović, Australian *Srećko Pejović *Srećko Puntarić *Srećko Štiglić See also *Srećković Srećković ( sr, Срећковић) is a Serbian surname derived form a masculine given name Srećko. It may refer to: *Aleksandar Srećković (born 1981), footballer *Nenad Srećković (born 1988), footballer * Nikola Srećković (born 1996), f ... {{DEFAULTSORT:Srecko Slavic masculine given names Bosnian masculine given names Croatian masculine given names Serbian masculine given names ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Vitomir Коvanović
Vitomir ( pl, Witomir, sr, Витомир) is an old given name of Slavic origin. The word is derived from two Proto-Slavic elements: ''vito'' which means "to rule" and ''mir'' which means "peace, world, prestige". The ''vit'' is also found in the name of the Slavic deity Svetovit. Feminine forms include Vitomira and Witomira. Nicknames include Vito, Miro, Mirek, and Vitek. Notable people with the name include: *Zygmunt Witymir Bieńkowski Zygmunt Witymir Bieńkowski (2 May 1913 Warsaw – 15 August 1979) was a Polish pilot and a writer of many articles and poems. His 303 squadron diary is held in the Polish Museum and Sikorski Institute in London. Zygmunt Witymir Bieńkowski w ..., Polish pilot and writer * Vito Dimitrijević, Yugoslavian footballer * Vitomir Lukić, Bosnian-Croat prose writer and pedagogue * Vitomir "''Vito''" Nikolić, Montenegrin poet and journalist * Vitomir Vutov, Bulgarian football goalkeeper * Vitomir Prodanov – ''Patriarch Vikentije'', the ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Dragan Gasevic
Dragan Gašević is Professor of Learning Analytics at Monash University. He is a researcher in learning analytics and co-developed several software systems such as P3, rBPMN Editor, LOCO-Analyst, OnTask, OVAL, and ProSolo. He is recognized as Australia's field leader in educational technologies. Early life and education Gašević obtained a bachelor's degree in computer science from the Military Technical Academy in Belgrade, Serbia, and a masters in computer science (software engineering) & a doctorate in computer science (artificial intelligence) both from the University of Belgrade. His doctoral supervisor was Vladan Devedžić. Career Gašević worked as Postdoctoral Fellow at Simon Fraser University, as Assistant to Full Professor (January 2007 - January 2015) at Athabasca University, as Professor and Sir Tim O'Shea Chair in Learning Analytics and Informatics (February 2015 - February 2018) at the University of Edinburgh, and as Professor of Learning Analytics at Monash Un ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Dragan Gasevic Asks Questions About Learning Analytics (31193792351)
Dragan (, sr-Cyrl, Драган) is a popular Serbo-Croatian masculine given name derived from the common Slavic element ''drag'' meaning "dear, beloved". The feminine form is Dragana. People named Dragan include: Politicians and office holders *Dragan Čavić, Bosnian Serb politician * Dragan Čović, Croat politician in Bosnia and Herzegovina * Dragan Đilas, Serbian politician and businessman * Dragan Đokanović, Bosnian Serb politician *Dragan Đorđević, Serbian politician *Dragan Jočić, Serbian politician *Dragan Kojadinović, Serbian journalist, politician and Minister of Culture *Dragan Marković, Serbian politician * Dragan Maršićanin, Serbian politician * Dragan Mikerević, Bosnian Serb politician *Dragan Primorac, Croatian scientist and politician * Dragan Šutanovac, Serbian Minister of Defense * Dragan Todorović (politician), Serbian politician * Dragan Tomić, Serbian politician, acting President of Serbia in 1997 *Dragan Tsankov, Bulgarian politician, twic ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
E-learning (theory)
E-learning theory describes the cognitive science principles of effective multimedia learning using electronic educational technology. Multimedia instructional design principles Beginning with cognitive load theory as their motivating scientific premise, researchers such as Richard E. Mayer, John Sweller, and Roxana Moreno established within the scientific literature a set of multimedia instructional design principles that promote effective learning. Many of these principles have been "field tested" in everyday learning settings and found to be effective there as well. The majority of this body of research has been performed using university students given relatively short lessons on technical concepts with which they held low prior knowledge. However, David Roberts has tested the method with students in nine social science disciplines including sociology, politics and business studies. His longitudinal research programme over 3 years established a clear improvement in levels of ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
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