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Applying Process Mining to Analyze the Behavior of Learners in Online Courses

Poohridate Arpasat, Graduate School of Information Technology, Siam University, Bangkok, Thailand, Nucharee Premchaiswadi, Parham Porouhan, Wichian Premchaiswadi
2021 International Journal of Information and Education Technology  
Thereafter, several process-discovery techniques, i.e., Dotted Chart Analysis, Fuzzy Miner, and Social Network Miner, are applied to the extracted MOOC data.  ...  In addition, behavioral studies of high- and low-performance students taking online courses are conducted.  ...  AUTHOR CONTRIBUTIONS Poohridate Arpasat developed the main idea of the research and designed its test, and also contributed in the analysis of the data, Nucharee Premchaiswadi worked on the data collection  ... 
doi:10.18178/ijiet.2021.11.10.1547 fatcat:fejz5xmf7jddhbqdb4vnfcs2gi

A Model for the Application of Automatic Speech Recognition for Generating Lesson Summaries

Phillip Blunt, Bertram Haskins
2021 Advances in Science, Technology and Engineering Systems  
The prototype contrasts the performance of CMUSphinx and Google Speech Recognition for ASR, both accessed via a cloud-based programming library, and compared the change in accuracy when applying noise  ...  network-based machine learning models capable of keyword spotting or continuous speech recognition.  ...  Second, recent trends in statistical models used to perform ASR and the underlying machine learning techniques used to design and train these models are addressed.  ... 
doi:10.25046/aj060260 fatcat:sj47vcoeljhzblc7gnnsksvt5i

Applying lessons learned to enhance human performance and reduce human error for ISS operations

William R. Nelson
1999 AIP Conference Proceedings  
A major component of reliability, safety, and mission success for space missions is ensuring that the humans involved (fight crew, ground crew, mission control, etc.) perform their tasks and hctions as  ...  A very significant issue that affects human performance in space night is human error. Human errors can invalidate carefdly designed equipment and procedures.  ...  Perform Lessons Learned Analysis- The results obtained from the operational data analysis will be collected and summarized across a range of operational incidents and events and evaluated to identify event-specific  ... 
doi:10.1063/1.57605 fatcat:zjlfokj3hze47km5e6ytxn2rje

Use Of Peytons Four Step Approach And Gagnes Model In Teaching Microscopy

Dr. Tahir Mehmood, Dr. Rabiya Farrukh, Dr. Kokab Saleem
2018 Zenodo  
On microscopy, we applied combined model for designing lesson plan for students of pathology.  ...  The evidence suggests that 4 articles had applied (Gagne's model) & only 1 article applied combined Peyton's & Gagne's model for designing lesson to convey (psychomotor skills).  ...  It is a qualitative study for a (scoping review) so there is not any (quantitative analysis). RESULTS: 130 articles were identified after applying research techniques.  ... 
doi:10.5281/zenodo.1344183 fatcat:axhiw4cnmvcznol2dmz2lnrrgq

A Model for Instructional Design

Ronald W. Welch, Stephen J. Ressler, Allen C. Estes
2005 Journal of professional issues in engineering education and practice  
Given its emphasis on iterative practice and feedback, the model cannot be effectively applied to a single lesson.  ...  Below, the Model Instructional Strategy is applied to the design of a three-lesson block of instruction on truss analysis, as might be found in a typical statics course.  ... 
doi:10.1061/(asce)1052-3928(2005)131:3(167) fatcat:omjfcsjdqjaijisvg7rujn52yq

Progressive Teaching Improvement For Small Scale Learning: A Case Study in China

Bo Jiang, Yanbai He, Rui Chen, Chuanyan Hao, Sijiang Liu, Gangyao Zhang
2020 Future Internet  
On-site teaching and learning still remains the mainstream form for most teachers and students, and learning data analysis for such small scale scenario is rarely studied.  ...  Learning data feedback and analysis have been widely investigated in all aspects of education, especially for large scale remote learning scenario like Massive Open Online Courses (MOOCs) data analysis  ...  After Lesson 4, the proposed model outperforms other methods and gets better performance when more data introduced.  ... 
doi:10.3390/fi12080137 fatcat:7xsaht5bibgfjafzo27au5cwfi

A Recommender System to Distinguish between Students' Levels and Evaluate their Attitudes

Shaymaa E., H. E.
2017 International Journal of Computer Applications  
Education is reinforced by identifying new students' attitudes to understand the learning process. Learning analysis is one of the most useful tools to achieve this purpose.  ...  In this paper two types of machine learning techniques were used which are: Support Vector Machine (SVM) and Random Forest (SVM-RF).  ...  (Maria Gogaa and et al., 2014) determine machine learning techniques as a paradigm in students' performance modeling in higher education.  ... 
doi:10.5120/ijca2017915644 fatcat:rs72i4pidzczjcndmy7gvdndyq

Implication of an Objectivist-Constructivist Blended Approach on Students' Achievement and Satisfaction in University-Level Beginner String Technique Classes

Shafizan Bin Sabri
2018 Journal of Education and Culture Studies  
The implementation results revealed that the proposed blended approach contributes to meaningful and efficient learning.</p>  ...  <p>Teaching music generally implicates multidimensional process whereby an assortment of approaches should be incorporated in order to provide the right and proper ambience for teaching and learning process  ...  beginner string technique class lessons.  ... 
doi:10.22158/jecs.v2n3p173 fatcat:tvjqcduuszautotyc5ijpu5vfy

Student Team Achievement Divisions (STAD) Technique through the Moodle to Enhance Learning Achievement

Monchai Tiantong, Sanit Teemuangsai
2013 International Education Studies  
In conclusion, the student team achievement divisions technique can be applied through the Moodle to enhance learning achievement on computer programming course successfully.  ...  , and learning report.  ...  Figure 2 . 2 Components of the collaborative problem-based learning model from Delphi technique Figure 3 . 3 The computer programming lesson (in Thai) on collaborative learning system using the STAD  ... 
doi:10.5539/ies.v6n4p85 fatcat:27ftbaftw5a5lfh35yrasfm5mq

Students' Self-assessments Regarding the Effects of Flip Learning Practice in Mu

2017 Turkish Studies  
expert assessments of the performances was applied on the basic skills of learning piano.  ...  In the flipped learning model, information and comprehension stages of learning are aimed to move out of the classroom environment by using technological tools.  ...  For this reason, in order to increase the awareness of piano performance level in music lessons the flipped learning model was applied to pre-service teachers studying at the early childhood and elementary  ... 
doi:10.7827/turkishstudies.12048 fatcat:ojbfsk4h7jgstain3jvn3kq2cy

A Case Study: Upon an English Course Prepared by Understanding by Design (UbD) with 6th Grade Students

2020 International Journal of Languages' Education and Teaching  
Descriptive analysis was performed for the analysis of observation and content analysis was used for the analysis of the data obtained from the focus group interview.  ...  It was observed differentiated teaching techniques, games, videos and songs change the students' attitude towards the course.  ...  technique, educational game technique and station technique were applied.  ... 
doi:10.29228/ijlet.45171 fatcat:rxp7q5zfofelliaabvd3l3kpri

The Analysis Of Material Presentation And Assessment Of Thematic Learning At State 1 Primary School Sleman Yogyakarta

Hamruni Hamruni, dan Istiningsih
2017 IOSR Journal of Humanities and Social Science  
In the context of the assessment on an integrative model of thematic learning outline contained among other valuation techniques. Test (written, ral and practical or performance).  ...  The model is applied in particular in conjunction with the elementary school, or more precisely in the frame of the curriculum of 2013.  ...  Theme can be applied by teacher and can be applied together with learners. The theme can be applied by teacher and once applied by learners.  ... 
doi:10.9790/0837-2205092337 fatcat:55qo4nw6krcedco5tiv4d6q4eu

The Contribution of the New Technologies to Learning Mathematics

Lupu Costică
2014 Procedia - Social and Behavioral Sciences  
have successfully covered a program of computer-assisted education, as well as how Mathematical knowledge may be consolidated, applied and evaluated.  ...  The article presents the contribution of the new technologies to learning Mathematics by revealing the way in which online libraries and Internet sources of information may become relevant, once the students  ...  The new technologies facilitate the quick transition from the model of expository teaching to the studentcentred model, which implies constructivist teaching/learning techniques; e.)  ... 
doi:10.1016/j.sbspro.2014.03.150 fatcat:l4hrpskxbraydpbzzumntibzcm

Development And Evaluation of a Software Program Specifically Designed for Music Courses Within the Framework of Primary Education Curriculum

Volkan Kibici, Zehra Seçkin Gökbudak
2022 Zenodo  
Development and evaluation of a software program specifically designed for music courses within the framework of primary education curriculum.  ...  as analysis, synthesis, multiple performances, and mental permanence.  ...  The exploratory factor analysis technique was used to test the construct validity of the Primary School Music Lesson Attitude Scale.  ... 
doi:10.5281/zenodo.6774297 fatcat:yhaiv5jdkzbkdoqhz2y6ew3xmy

A system for teaching sign language using live gesture feedback

Daniel Kelly, John McDonald, Charles Markham
2008 2008 8th IEEE International Conference on Automatic Face & Gesture Recognition  
Gesture features are extracted from a standard web-cam video stream and shape and trajectory matching techniques are applied to these features to determine the feedback given to the user.  ...  A virtual learning environment was developed to demonstrate signs to the user. The system then gives real time feedback to the user on their performance of the demonstrated sign.  ...  Hand shape analysis is performed by applying Size Function [4] [5] pattern matching techniques on the external hand contour.  ... 
doi:10.1109/afgr.2008.4813350 dblp:conf/fgr/KellyMM08 fatcat:qr5pa46fbrelvh6dod6xqr4mgu
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