Automatic modeling learner’s personality using learning analytics approach in an intelligent Moodle learning platform
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Mohamed Jemni | Kinshuk | Kinshuk | Maiga Chang | Fathi Essalmi | Ahmed Tlili | Nian-Shing Chen | Mouna Denden | N. Chen | Maiga Chang | Mouna Denden | A. Tlili | M. Jemni | Fathi Essalmi
[1] Rosanna E. Guadagno,et al. Getting to know you: Face-to-face versus online interactions , 2011, Comput. Hum. Behav..
[2] A Choungourian. Introversion--extraversion and color preferences. , 1967, Journal of projective techniques & personality assessment.
[3] J. R. Landis,et al. The measurement of observer agreement for categorical data. , 1977, Biometrics.
[4] Lin Li,et al. Improving user profile with personality traits predicted from social media content , 2013, RecSys.
[5] K. Scherer,et al. Social Markers in Speech , 1980 .
[6] I I Kvasova,et al. Personality in culture, culture in personality , 2009 .
[7] Geert-Jan Houben,et al. On the Impact of Personality in Massive Open Online Learning , 2016, UMAP.
[8] Carol L. Patrick. Student evaluations of teaching: effects of the Big Five personality traits, grades and the validity hypothesis , 2011 .
[9] D. Kolb. Experiential Learning: Experience as the Source of Learning and Development , 1983 .
[10] George Veletsianos,et al. A Systematic Analysis and Synthesis of the Empirical MOOC Literature Published in 2013–2015 , 2016 .
[11] Ed Diener,et al. Choice of situations and congruence models of interactionism , 1985 .
[12] K. Meenakshi,et al. Review of PhD Theses on the Role of Personality in SLA , 2012 .
[13] Hinrich Schütze,et al. Introduction to information retrieval , 2008 .
[14] David A. Bell,et al. Learning Bayesian networks from data: An information-theory based approach , 2002, Artif. Intell..
[15] Murray R. Barrick,et al. THE BIG FIVE PERSONALITY DIMENSIONS AND JOB PERFORMANCE: A META-ANALYSIS , 1991 .
[16] Denny Borsboom,et al. The Big Five Personality Traits: Psychological Entities or Statistical Constructs? , 2013, Behavior Genetics.
[17] Abdollah Abdi,et al. Project cost risk analysis: A Bayesian networks approach for modeling dependencies between cost items , 2014 .
[18] George Siemens,et al. Penetrating the fog: analytics in learning and education , 2014 .
[19] R. McCrae,et al. An introduction to the five-factor model and its applications. , 1992, Journal of personality.
[20] Rianne Conijn,et al. Predicting Student Performance from LMS Data: A Comparison of 17 Blended Courses Using Moodle LMS , 2017, IEEE Transactions on Learning Technologies.
[21] David L. Olson,et al. Advanced Data Mining Techniques , 2008 .
[22] Dolores Albarracín,et al. Neuroticism and attitudes toward action in 19 countries. , 2015, Journal of personality.
[23] Filotheos Ntalianis,et al. The Impact of Personality on Psychological Contracts , 2004 .
[24] Andrii Vozniuk,et al. Towards Portable Learning Analytics Dashboards , 2013, 2013 IEEE 13th International Conference on Advanced Learning Technologies.
[25] Zhi Chen,et al. Automatic personality identification using writing behaviours: an exploratory study , 2017, Behav. Inf. Technol..
[26] Marti Olsen Laney. The Introvert Advantage: How to Thrive in an Extrovert World , 2002 .
[27] P. Ramírez-Correa,et al. Gender and Acceptance of E-Learning: A Multi-Group Analysis Based on a Structural Equation Model among College Students in Chile and Spain , 2015, PloS one.
[28] Nian-Shing Chen,et al. A Complete Validated Learning Analytics Framework: Designing Issues from Data Preparation Perspective , 2018, Int. J. Inf. Commun. Technol. Educ..
[29] Bryan Walsh,et al. The upside of being an introvert (and why extroverts are overrated). , 2012, Time.
[30] D. Hagemann,et al. Extraversion and its positive emotional core , 2011 .
[31] Konstantina Chrysafiadi,et al. Student modeling approaches: A literature review for the last decade , 2013, Expert Syst. Appl..
[32] Jacob Cohen. A Coefficient of Agreement for Nominal Scales , 1960 .
[33] James M. Schuerger,et al. Adolescent personality and school and college performance: A follow‐up study , 1987 .
[34] Mohamed Jemni,et al. Role of personality in computer based learning , 2016, Comput. Hum. Behav..
[35] Murray R. Barrick,et al. Personality and Performance at the Beginning of the New Millennium: What Do We Know and Where Do We Go Next? , 2001 .
[36] Patrick C. L. Heaven,et al. Personality and family influences on adolescent attitudes to school and self-rated academic performance , 2002 .
[37] Maureen Ebben,et al. Unpacking MOOC scholarly discourse: a review of nascent MOOC scholarship , 2014 .
[38] Janet E. Hurn,et al. Using learning analytics to predict (and improve) student success: a faculty perspective , 2013 .
[39] Judea Pearl,et al. Probabilistic reasoning in intelligent systems - networks of plausible inference , 1991, Morgan Kaufmann series in representation and reasoning.
[40] Mohamed Jemni,et al. Toward Modeling the Learner's Personality Using Educational Games , 2017, Int. J. Distance Educ. Technol..
[41] Magy Seif El-Nasr,et al. Modeling Individual Differences in Game Behavior Using HMM , 2018, AIIDE.
[42] Jieun Kim,et al. Personality and its effects on learning performance: Design guidelines for an adaptive e-learning system based on a user model , 2013 .
[43] Marilyn A. Walker,et al. Using Linguistic Cues for the Automatic Recognition of Personality in Conversation and Text , 2007, J. Artif. Intell. Res..
[44] Alessandro Vinciarelli,et al. A Survey of Personality Computing , 2014, IEEE Transactions on Affective Computing.
[45] Gordon W. Allport,et al. Pattern and growth in personality , 1961 .
[46] Lawrence R. James,et al. Personality in Work Organizations , 2001 .
[47] F. Prins,et al. Intellectual ability, learning style, personality, achievement motivation and academic success of psychology students in higher education. , 2000 .
[48] Ricky Telg,et al. Personality Type and Its Relationship to Distance Education Students' Course Perceptions and Performance , 2003 .
[49] Ruth Woodfield,et al. Individual differences and undergraduate academic success: the roles of personality, intelligence, and application , 2003 .
[50] Ivan Mervielde,et al. Personality and interests as predictors of educational streaming and achievement , 1996 .
[51] Tom Adawi,et al. “Time is the bottleneck”: a qualitative study exploring why learners drop out of MOOCs , 2016, Journal of Computing in Higher Education.