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Leveraging Learners’ Activity Logs for Course Reading Analytics Using Session-Based Indicators
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In: ISSN: 1753-5255 ; International journal of technology enhanced learning ; https://hal.archives-ouvertes.fr/hal-01984011 ; International journal of technology enhanced learning, In press (2018)
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Abstract:
International audience ; A challenge that course authors face when reviewing their contents is to detect how to improve their courses in order to meet the expectations of their learners. rnIn this paper, we propose an analytical approach that exploits learners' logs of reading to provide authors with insightful data about the consumption of their courses. rnWe first model reading activity using the concept of reading-session and propose a new and efficient session identification. We then elaborate a list of indicators computed using learners' reading sessions that allow to represent their behaviour and to infer their needs. We evaluate our proposals with course authors and learners using logs from a major e-learning platform. Interesting results were found. This demonstrates the effectiveness of the approach in identifying aspects and parts of a course that may prevent it from being easily read and understood, and for guiding the authors through the analysis and review tasks.
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Keyword:
[INFO.EIAH]Computer Science [cs]/Technology for Human Learning; [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [INFO.INFO-HC]Computer Science [cs]/Human-Computer Interaction [cs.HC]
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URL: https://hal.archives-ouvertes.fr/hal-01984011
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| 2 |
Augmented Reality for People with Visual Impairments: Designing and Creating Audio-Tactile Content from Existing Objects
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In: ICCHP'18 16th International Conference on Computers Helping People with Special Needs ; https://hal.archives-ouvertes.fr/hal-01769602 ; ICCHP'18 16th International Conference on Computers Helping People with Special Needs, Jul 2018, Linz, Austria (2018)
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| 3 |
Enhancing Usability for Automatically Structuring Digitised Dictionaries
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In: GLOBALEX workshop at LREC 2018 ; https://hal.archives-ouvertes.fr/hal-01708137 ; GLOBALEX workshop at LREC 2018, May 2018, Miyazaki, Japan (2018)
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| 4 |
Toward an Automatic Prediction of the Sense of Presence in Virtual Reality Environment
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In: 6th International Conference on Human-Agent Interaction (HAI-2018) ; https://hal.archives-ouvertes.fr/hal-01907590 ; 6th International Conference on Human-Agent Interaction (HAI-2018), Dec 2018, Southampton, United Kingdom ; http://hai-conference.net/hai2018/ (2018)
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| 5 |
Enabling Teachers to Create Authentic Interview Simulations
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In: World Conference on Educational Media and Technology, EdMedia ; https://hal.archives-ouvertes.fr/hal-01950021 ; World Conference on Educational Media and Technology, EdMedia, Jun 2018, Amsterdam, Netherlands. pp.1506-1511 (2018)
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| 6 |
Toward an Automatic Prediction of the Sense of Presence in Virtual Reality Environment
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In: International Conference on Human-Agent Interaction (HAI) ; https://hal.archives-ouvertes.fr/hal-01960814 ; International Conference on Human-Agent Interaction (HAI), Dec 2018, Southampton, United Kingdom. pp.161-166, ⟨10.1145/3284432.3284452⟩ (2018)
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| 7 |
Evaluating the Impact of OCR Errors on Topic Modeling
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In: Maturity and Innovation in Digital Libraries. 20th International Conference on Asia-Pacific Digital Libraries, ICADL 2018, Hamilton, New Zealand, November 19-22, 2018, Proceedings ; https://hal.archives-ouvertes.fr/hal-03025563 ; Maturity and Innovation in Digital Libraries. 20th International Conference on Asia-Pacific Digital Libraries, ICADL 2018, Hamilton, New Zealand, November 19-22, 2018, Proceedings, pp.3 - 14, 2018, ⟨10.1007/978-3-030-04257-8_1⟩ (2018)
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| 8 |
Paradigmatic variation of vowels in expressive speech: Acoustic description and dimensional analysis
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In: ISSN: 0001-4966 ; EISSN: 1520-8524 ; Journal of the Acoustical Society of America ; https://hal.archives-ouvertes.fr/hal-01914497 ; Journal of the Acoustical Society of America, Acoustical Society of America, 2018, 143, pp.109-122. ⟨10.1121/1.5018433⟩ (2018)
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| 9 |
Phoneme-to-Articulatory mapping using bidirectional gated RNN
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In: Interspeech 2018 - 19th Annual Conference of the International Speech Communication Association ; https://hal.inria.fr/hal-01862587 ; Interspeech 2018 - 19th Annual Conference of the International Speech Communication Association, Sep 2018, Hyderabad, India (2018)
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| 10 |
Named Entity Recognition by Neural Prediction
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In: International Conference on Image Processing, Computer Vision, & Pattern Recognition ; https://hal.inria.fr/hal-01981613 ; International Conference on Image Processing, Computer Vision, & Pattern Recognition, Jul 2018, Las Vegas, United States (2018)
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| 11 |
POLIMOD Pipeline: tutorial: step-by-step tutorial ; POLIMOD Pipeline: tutorial: step-by-step tutorial: Motion Capture, Visualization & Data Analysis for gesture studies
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In: https://hal.archives-ouvertes.fr/hal-01950615 ; [Technical Report] Université de Rouen, Université Paris 8, Moscow State Linguistic University. 2018 (2018)
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| 12 |
Retro-digitizing and Automatically Structuring a Large Bibliography Collection
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In: European Association for Digital Humanities (EADH) Conference ; https://hal.archives-ouvertes.fr/hal-01941534 ; European Association for Digital Humanities (EADH) Conference, EADH, Dec 2018, Galway, Ireland (2018)
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POLIMOD Pipeline: documentation. Motion Capture, Visualization & Data Analysis for gesture studies
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In: https://hal.archives-ouvertes.fr/hal-01950466 ; [Research Report] Université de Rouen, Université Paris 8, Moscow State Linguistic University. 2018 (2018)
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| 14 |
What common ground between a human and a virtual agent? The case of task-oriented dialogues for breaking bad news
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In: SEMDIAL ; https://hal.archives-ouvertes.fr/hal-01907596 ; SEMDIAL, Nov 2018, Aix-en-Provence, France (2018)
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| 15 |
The Acorformed Corpus: Investigating Multimodality in Human-Human and Human-Virtual Patient Interactions
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In: CLARIN-2018 ; https://hal.archives-ouvertes.fr/hal-01907582 ; CLARIN-2018, Oct 2018, Pisa, Italy (2018)
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| 16 |
Automatically Encoding Encyclopedic-like Resources in TEI
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In: The annual TEI Conference and Members Meeting ; https://hal.inria.fr/hal-01819505 ; The annual TEI Conference and Members Meeting, Sep 2018, Tokyo, Japan ; https://tei2018.dhii.asia/ (2018)
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| 17 |
Disfluency Insertion for Spontaneous TTS: Formalization and Proof of Concept
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In: SLSP 2018 - 6th International Conference on Statistical Language and Speech Processing ; https://hal.inria.fr/hal-01840798 ; SLSP 2018 - 6th International Conference on Statistical Language and Speech Processing, Oct 2018, Mons, Belgium. pp.1-12, ⟨10.1007/978-3-030-00810-9_4⟩ (2018)
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| 18 |
A French-Spanish Multimodal Speech Communication Corpus Incorporating Acoustic Data, Facial, Hands and Arms Gestures Information
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In: Interspeech 2018 - 19th Annual Conference of the International Speech Communication Association ; https://hal.inria.fr/hal-01862585 ; Interspeech 2018 - 19th Annual Conference of the International Speech Communication Association, Sep 2018, Hyderabad, India (2018)
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| 19 |
L’appel à projets «Langues et numérique»
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In: ISSN: 1950-6295 ; Culture et Recherche ; https://hal.archives-ouvertes.fr/hal-01792248 ; Culture et Recherche, Ministère de la Culture, 2018, Recherche, Formation, Innovation, 137, pp.36-37 ; http://www.culture.gouv.fr/Thematiques/Enseignement-superieur-et-Recherche/La-revue-Culture-et-Recherche/Recherche-Formation-Innovation (2018)
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| 20 |
H2020 Project K-PLEX: WP4 Report on Data, Knowledge Organisation and Epistemics
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In: https://hal.archives-ouvertes.fr/hal-01761214 ; [Research Report] Freie Universtät Berlin. 2018 (2018)
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