%0 Conference Proceedings %T ScaffoMapping: Assisting Concept Mapping for Video Learners %+ Human-Computer Interaction Laboratory ( NUS-HCI Lab) %+ Huawei Noah's Ark Lab [China] %+ City University of Hong Kong [Hong Kong] (CUHK) %+ Chalmers University of Technology [Göteborg] %A Zhang, Shan %A Meng, Xiaojun %A Liu, Can %A Zhao, Shengdong %A Sehgal, Vibhor %A Fjeld, Morten %Z Part 4: Eye-Gaze Interaction %< avec comité de lecture %( Lecture Notes in Computer Science %B 17th IFIP Conference on Human-Computer Interaction (INTERACT) %C Paphos, Cyprus %Y David Lamas %Y Fernando Loizides %Y Lennart Nacke %Y Helen Petrie %Y Marco Winckler %Y Panayiotis Zaphiris %I Springer International Publishing %3 Human-Computer Interaction – INTERACT 2019 %V LNCS-11747 %N Part II %P 314-328 %8 2019-09-02 %D 2019 %R 10.1007/978-3-030-29384-0_20 %K Concept map %K Scaffolding %K Video learning %Z Computer Science [cs]Conference papers %X Previous research has shown that having learners construct concept maps can bring better learning outcome. However, in video learning scenario, there is not sufficient support for learners to create concept maps from educational videos. Through a preliminary study, we identified two main difficulties video learners face in creating concept maps: navigation difficulty and learning difficulty. To help users to overcome such difficulties, we design scaffolds to assist learners in concept mapping. We present ScaffoMapping, a system aiming for scaffolded concept map creation on educational videos through automatic concept extraction and timestamp generation. Our study, which compares ScaffoMapping with the baseline approach, shows that (1) Learners can create higher quality concept maps with ScaffoMapping. (2) ScaffoMapping enables better learning outcomes in video learning scenario. %G English %Z TC 13 %2 https://inria.hal.science/hal-02544599/document %2 https://inria.hal.science/hal-02544599/file/488591_1_En_20_Chapter.pdf %L hal-02544599 %U https://inria.hal.science/hal-02544599 %~ IFIP-LNCS %~ IFIP %~ IFIP-TC13 %~ IFIP-INTERACT %~ IFIP-LNCS-11747