{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,22]],"date-time":"2024-10-22T21:23:29Z","timestamp":1729632209515,"version":"3.28.0"},"reference-count":28,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017,10]]},"DOI":"10.1109\/cisp-bmei.2017.8302316","type":"proceedings-article","created":{"date-parts":[[2018,3,9]],"date-time":"2018-03-09T16:16:30Z","timestamp":1520612190000},"page":"1-5","source":"Crossref","is-referenced-by-count":3,"title":["Online learner emotional analysis based on big dataset of online learning forum"],"prefix":"10.1109","author":[{"given":"Xinhua","family":"Zhang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Changri","family":"Luo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tingting","family":"He","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaoli","family":"Yang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zizhou","family":"Lu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Baohua","family":"Huang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","first-page":"569","article-title":"Emotions and Learning with AutoTutor. Artificial Intelligence in Education, Building Technology Rich Learning Contexts That Work","author":"graesser","year":"2007","journal-title":"Proceedings of the International Conference on Artificial Intelligence in Education Aied 2007"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s11257-007-9038-5"},{"key":"ref12","first-page":"17","article-title":"Emotion Sensors Go To School","author":"arroyo","year":"2009","journal-title":"Conference on Artificial Intelligence in Education Building Learning Systems That Care from Knowledge Representation to Affective Modelling"},{"key":"ref13","first-page":"440","article-title":"Video-Based Affect Detection in Noninteractive Learning Environments","author":"chen","year":"2015","journal-title":"International Educational Data Mining Society"},{"key":"ref14","first-page":"111","article-title":"Sentiment Analysis in Student Experiences of Learning","author":"kim","year":"2010","journal-title":"Educational Data Mining 2010 3rd International Conference on Educational Data Mining"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/s11257-007-9037-6"},{"key":"ref16","first-page":"436","article-title":"Predicting Learning-Related Emotions from Students' Textual Classroom Feedback via Twitter","author":"altrabsheh","year":"2015","journal-title":"International Educational Data Mining Society"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-24600-5_32"},{"key":"ref18","first-page":"8","article-title":"Towards Sensor-Free Affect Detection in Cognitive Tutor Algebra","volume":"2012","author":"baker","year":"2012","journal-title":"International Educational Data Mining Society"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ACCT.2014.105"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.3724\/SP.J.1016.2013.00360"},{"key":"ref4","first-page":"89","article-title":"Impact of Online Academic Emotion on Learning Engagement: A Social Cognitive Perspective","volume":"22","author":"gao","year":"2016","journal-title":"Open Education Research"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/SWS.2009.5271711"},{"key":"ref3","article-title":"Connectivism: Learning as network-creation","volume":"10","author":"siemens","year":"2005","journal-title":"ASTD Learning News"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1002\/pfi.4140400607"},{"key":"ref5","first-page":"502","article-title":"Emotion and E-learning","volume":"54","author":"regan","year":"2003","journal-title":"Journal of Asynchronous Learning Networks"},{"key":"ref8","doi-asserted-by":"crossref","first-page":"241","DOI":"10.1080\/1358165042000283101","article-title":"Affect and learning: An exploratory look into the role of affect in learning with AutoTutor","volume":"29","author":"scotty","year":"2004","journal-title":"Journal of Educational Media"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijhcs.2009.12.003"},{"key":"ref2","first-page":"30","article-title":"New Enlightenment of Humanistic Learning Theory to Educational Technology","volume":"6","author":"lei","year":"2010","journal-title":"China Educational Technology"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/MIS.2007.79"},{"key":"ref1","first-page":"100","article-title":"A Review of Interaction classification in Distance Education","author":"hu","year":"2012","journal-title":"Journal of Distance Education"},{"key":"ref20","first-page":"68","article-title":"Applied Research and Design of Emotion Detection for the Distance Learners in the Process of Human-Computer Interaction","volume":"5","author":"liu","year":"2014","journal-title":"Modern distance education"},{"key":"ref22","first-page":"93","article-title":"Sensor-Free or Sensor-Full: A Comparison of Data Modalities in Multi-Channel Affect Detection","author":"paquette","year":"2015","journal-title":"Educational Data Mining"},{"key":"ref21","first-page":"77","article-title":"A Comparison of Video-Based and Interaction-Based Affect Detectors in Physics Playground","author":"kai","year":"2015","journal-title":"International Educational Data Mining Society"},{"journal-title":"General statistics of sentiment words and expressions","year":"0","key":"ref24"},{"key":"ref23","first-page":"14","article-title":"Semantic Orientation Computing Based on HowNet","volume":"20","author":"zhu","year":"2006","journal-title":"Journal of Chinese Information Processing"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1002\/asi.20630"},{"key":"ref25","first-page":"180","article-title":"Constructing the Affective Lexicon Ontology","volume":"27","author":"xu","year":"2008","journal-title":"Journal of the China Society for Scientific and Technical Information"}],"event":{"name":"2017 10th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","start":{"date-parts":[[2017,10,14]]},"location":"Shanghai","end":{"date-parts":[[2017,10,16]]}},"container-title":["2017 10th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8293044\/8301897\/08302316.pdf?arnumber=8302316","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,10,12]],"date-time":"2019-10-12T12:30:29Z","timestamp":1570883429000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/8302316\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,10]]},"references-count":28,"URL":"https:\/\/doi.org\/10.1109\/cisp-bmei.2017.8302316","relation":{},"subject":[],"published":{"date-parts":[[2017,10]]}}}