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Development of Geospatial Dashboard with Analytic Hierarchy Processing for the Expansion of Branch Office Location

by Adrian Nuradiansyah , Indra Budi
"... Abstract. One of the considered business opportunities that exploit the geographical aspect is the branch office expansion. However, this activity still has some problems to learn various location criteria, either in quantitative or qualitative form. Moreover, there is a need to analyze those crite ..."
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criteria quickly to get a proper location priority that will be expanded. Therefore, this research develops a semantic technology of the form geospatial dashboard using analytic hierarchy processing (AHP) method that can display the distribution of location and its criteria in a map. Furthermore

Learning Analytics for Communities of Inquiry

by Vitomir Kovanovic, Dragan Gašević, Marek Hatala
"... ABSTRACT: This paper describes doctoral research that focuses on the development of a learning analytics framework for inquiry-based digital learning. Building on the Community of Inquiry model (CoI) — a foundation commonly used in the research and practice of digital learning and teaching — this r ..."
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time through student interactions with information, technology, and other course participants. With this in mind, the second contribution of this research focuses on the development of analytical models that provide insight into these important aspects of inquiry-based learning.

Machine Learning for Social Media Analytics

by Prem Melville, Vikas Sindhwani, Richard D. Lawrence, Estepan Meliksetian, Yan Liu, Pei-yun Hsueh, Claudia Perlich
"... The rise of the blogosphere has empowered the average consumer to influence the public perception and profitability of brands. As such, marketing organizations need to be aware of what people are saying in influential blogs, how the expressed opinions could impact their business, and how to extract ..."
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business insight and value from these blogs. This has given rise to the emerging discipline of Social Media Analytics, which draws from Social Network Analysis, Machine Learning, Data Mining, Information Retrieval, and Natural Language Processing. The automated analysis of blogs and other social media

Online learning control by association and reinforcement

by Jennie Si, Senior Member, Yu-tsung Wang - IEEE Transactions on Neural Networks
"... Abstract—This paper focuses on a systematic treatment for developing a generic on-line learning control system based on the fundamental principle of reinforcement learning or more specifically neural dynamic programming. This on-line learning system improves its performance over time in two aspects. ..."
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, similar states will be more positively associated with a control action leading to a positive reinforcement. A successful candidate of on-line learning control design will be introduced. Real-time learning algorithms will be derived for individual components in the learning system. Some analytical insight

Unraveling networked learning initiatives: an analytic framework

by Ellen Rusman , Fleur Prinsen , Marjan Vermeulen , 2016
"... Abstract Networked learning happens naturally within the social systems of which we are all part. However, in certain circumstances individuals may want to actively take initiative to initiate interaction with others they are not yet regularly in exchange with. This may be the case when external in ..."
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it is productive to combine both research perspectives, since they both study the process of learning in networks extensively, albeit from different points of view, and their combination can provide valuable insights in networked learning initiatives. We uncover important features of networked learning initiatives

Software Analytics as a Learning Case in Practice: Approaches and Experiences

by Dongmei Zhang, Yingnong Dang, Jian-guang Lou, Shi Han, Haidong Zhang, Tao Xie
"... Software analytics is to enable software practitioners to perform data exploration and analysis in order to obtain insightful and actionable information for data-driven tasks around software and services. In this position paper, we advocate that when applying analytic technologies in practice of sof ..."
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of software analytics, one should (1) incorporate a broad spectrum of domain knowledge and expertise, e.g., management, machine learning, large-scale data processing and computing, and information visualization; and (2) investigate how practitioners take actions on the produced information, and provide

Premise of Learning Analytics for Educational Context: Through Concept to Practice

by Yasemin Gülbahar, Hale Ilgaz, Öğrenme Analitiklerinin, Eğitsel Bağlamda İncelenmesi, Kuramdan Uygulamaya
"... Abstract — The idea of using recorded data for evaluating the effectiveness of teaching-learning process and using the outcomes for improvement and enhancing quality lead to the emergence of the field known as “learning analytics”. Based on the analysis of this data, possible predictions could be re ..."
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Abstract — The idea of using recorded data for evaluating the effectiveness of teaching-learning process and using the outcomes for improvement and enhancing quality lead to the emergence of the field known as “learning analytics”. Based on the analysis of this data, possible predictions could

Integrating a Web-based ITS with DM tools for Providing Learning Path Optimization and Visual Analytics

by Igor Jugo , Božidar Kovačić , Vanja Slavuj
"... ABSTRACT We present an improved version of our web-based intelligent tutoring system integrated with data mining tools. The purpose of the integration is twofold; a) to power the systems adaptivity based on SPM, and b) to enable teachers (non-experts in data mining) to use data mining techniques on ..."
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on a daily basis and get useful visualizations that provide insights into the learning process/progress of their students. Keywords Web based intelligent tutoring system, data visualizations, visual analytics.

Topical Article Meta-Analysis of Group Learning Activities: Empirically Based Teaching Recommendations

by Thomas J. Tomcho, Rob Foels
"... Teaching researchers commonly employ group-based collaborative learning approaches in Teaching of Psychology teaching activ-ities. However, the authors know relatively little about the effectiveness of group-based activities in relation to known psycho-logical processes associated with group dynamic ..."
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Teaching researchers commonly employ group-based collaborative learning approaches in Teaching of Psychology teaching activ-ities. However, the authors know relatively little about the effectiveness of group-based activities in relation to known psycho-logical processes associated with group

Recommended Citation

by A. Meel, L. M. O'neill, J. H. Levin, Warren D. Seider, U. Oktem , 2007
"... Operational risk assessment of chemical industries by exploiting accident databases ..."
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Operational risk assessment of chemical industries by exploiting accident databases
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