Incorporating android conversational agents in m‐learning apps

Smart mobile devices have fostered new learning scenarios that demand sophisticated interfaces. Multimodal conversational agents have became a strong alternative to develop human-machine interfaces that provide a more engaging and human-like relationship between students and the system. The main developers of operating systems for such devices have provided application programming interfaces for developers to implement their own applications, including different solutions for developing graphical interfaces, sensor control and voice interaction. Despite the usefulness of such resources, there are no strategies defined for coupling the multimodal interface with the possibilities that these devices offer to enhance mobile educative apps with intelligent communicative capabilities and adaptation to the user needs. In this paper, we present a practical m-learning application that integrates features of Android application programming interfaces on a modular architecture that emphasizes interaction management and context-awareness to foster user-adaptively, robustness and maintainability.

[1]  Marta Gómez Domingo,et al.  Exploring the use of educational technology in primary education: Teachers' perception of mobile technology learning impacts and applications' use in the classroom , 2016, Comput. Hum. Behav..

[2]  Hsin-Liang Chen,et al.  An open source library system and public library users: Finding and using library collections , 2012 .

[3]  John Lee,et al.  Becoming digital: Using personal digital histories to engage teachers in contemporary understandings of teaching social studies , 2014 .

[4]  Maria del Carmen Juan Lizandra,et al.  Mobile learning vs. traditional classroom lessons: a comparative study , 2015, J. Comput. Assist. Learn..

[5]  Michael Klenner A Technological Approach to Creating and Maintaining Media-specific Educational Materials for Multiple Teaching Contexts , 2015 .

[6]  Patricia Paderewski,et al.  Modeling storytelling to be used in educational video games , 2014, Comput. Hum. Behav..

[7]  Alex Acero,et al.  Rapid development of spoken language understanding grammars , 2006, Speech Commun..

[8]  Michael Burmester,et al.  AttrakDiff: Ein Fragebogen zur Messung wahrgenommener hedonischer und pragmatischer Qualität , 2003, MuC.

[9]  Deborah I. Fels,et al.  Gamification in theory and action: A survey , 2015, Int. J. Hum. Comput. Stud..

[10]  Bruce Edmonds,et al.  A conversational intelligent tutoring system to automatically predict learning styles , 2012, Comput. Educ..

[11]  Mario Piattini,et al.  Gamification in software engineering - A systematic mapping , 2015, Inf. Softw. Technol..

[12]  David Griol,et al.  A Proposal to Create Learning Environments in Virtual Worlds Integrating Advanced Educative Resources , 2012, J. Univers. Comput. Sci..

[13]  Luke K. Fryer,et al.  Bots as Language Learning Tools , 2006 .

[14]  Janet Mannheimer Zydney,et al.  Mobile apps for science learning: Review of research , 2016, Comput. Educ..

[15]  Tove Bøe,et al.  How to stimulate the continued use of ICT in higher education: Integrating Information Systems Continuance Theory and agency theory , 2015, Comput. Hum. Behav..

[16]  Roberto Pieraccini,et al.  Automating spoken dialogue management design using machine learning: An industry perspective , 2008, Speech Commun..

[17]  Yu-Hui Ching,et al.  Mobile computer-supported collaborative learning: A review of experimental research , 2013, Br. J. Educ. Technol..

[18]  Eva Jereb,et al.  The Model for Introduction of Gamification into E-learning in Higher Education , 2015 .

[19]  Genny Tortora,et al.  Development and evaluation of a virtual campus on Second Life: The case of SecondDMI , 2009, Comput. Educ..

[20]  Nikoleta Yiannoutsou,et al.  A Review of Mobile Location-based Games for Learning across Physical and Virtual Spaces , 2012, J. Univers. Comput. Sci..

[21]  Roland Klemke,et al.  Attuning a mobile simulation game for school children using a design-based research approach , 2015, Comput. Educ..

[22]  Steve Young,et al.  The statistical approach to the design of spoken dialogue systems , 2003 .

[23]  Ramón López-Cózar,et al.  A domain-independent statistical methodology for dialog management in spoken dialog systems , 2014, Comput. Speech Lang..

[24]  Brooke Blevins,et al.  Citizenship Education Goes Digital , 2014 .

[25]  M. V. Adegbija,et al.  Perception of Undergraduates on the Adoption of Mobile Technologies for Learning in Selected Universities in Kwara state, Nigeria☆ , 2015 .

[26]  José Rouillard Web services and speech-based applications around VoiceXML , 2007, J. Networks.

[27]  John W. Saye,et al.  Social studies teachers׳ interactions with second generation web-based educative curriculum , 2014 .

[28]  Bilquis Ferdousi,et al.  Infusing Mobile Technology into Undergraduate Courses for Effective Learning , 2015 .

[29]  Glen D. Murphy Post-PC Devices: A Summary of Early iPad Technology Adoption in Tertiary Environments , 2011 .

[30]  Xiaojie Li,et al.  Using mobile phones in college classroom settings: Effects of presentation mode and interest on concentration and achievement , 2015, Comput. Educ..

[31]  Teresa Magal-Royo,et al.  New educative methods in the usage of audiovisual content in mobiles , 2010 .

[32]  Kay L. O’Halloran,et al.  The language of learning mathematics: A multimodal perspective , 2015 .

[33]  Sebastian Möller,et al.  Reliable Evaluation of Multimodal Dialogue Systems , 2009, HCI.

[34]  Niels Ole Bernsen,et al.  Evaluation and usability of multimodal spoken language dialogue systems , 2004, Speech Commun..

[35]  Tobias Kaufmann,et al.  Syntactic language modeling with formal grammars , 2012, Speech Commun..

[36]  Ying-Hong Wang,et al.  Enhanced Semantic Question Answering System for e-Learning Environment , 2007, 21st International Conference on Advanced Information Networking and Applications Workshops (AINAW'07).

[37]  D. Churchill,et al.  Teacher’s use of iPads in higher education , 2014 .

[38]  Miquel Centelles Velilla,et al.  Multimodal Campus Project: Pilot test of voice supported reading , 2015 .

[39]  Minna Lakkala,et al.  A case study of developing ICT-supported pedagogy through a collegial practice transfer process , 2015, Comput. Educ..

[40]  Kevin Burden,et al.  Investigating teachers' adoption of signature mobile pedagogies , 2015, Comput. Educ..

[41]  Ming-Shiou Kuo,et al.  How gamification motivates visits and engagement for online academic dissemination - An empirical study , 2016, Comput. Hum. Behav..

[42]  Mohamed Amin Embi,et al.  Mobile Learning Framework for Lifelong Learning , 2010 .

[43]  Karina Gerger 1:1 tablet technology implementation in the Manhattan Beach Unified School District: A case study , 2014 .

[44]  Wong Seng Yue,et al.  Voice Recognition and Visualization Mobile Apps Game for Training and Teaching Hearing Handicaps Children , 2013 .

[45]  Ramón López-Cózar,et al.  Relations between de-facto criteria in the evaluation of a spoken dialogue system , 2008, Speech Commun..

[46]  Ivica Boticki,et al.  Usage of a mobile social learning platform with virtual badges in a primary school , 2015, Comput. Educ..

[47]  Nicoleta Duţă,et al.  Between Theory and Practice: The Importance of ICT in Higher Education as a Tool for Collaborative Learning , 2015 .

[48]  Chrystalla Mouza,et al.  Bridging the app gap: An examination of a professional development initiative on mobile learning in urban schools , 2015, Comput. Educ..

[49]  Sokratis Kartakis,et al.  A design-and-play approach to accessible user interface development in Ambient Intelligence environments , 2010, Comput. Ind..

[50]  Susan Bull,et al.  CALMsystem: A Conversational Agent for Learner Modelling , 2007, Knowl. Based Syst..

[51]  María Dolores Rodríguez-Moreno,et al.  Efficient Services Management in Libraries using AI and Wireless techniques , 2014, Expert Syst. Appl..

[52]  In ae Kang,et al.  Objectivism' Challenges to Constructivism , 1997 .

[53]  T. Bickmore Relational agents : effecting change through human-computer relationships , 2003 .

[54]  Vincent Tam,et al.  Learning Chinese characters via mobile technology in a primary school classroom , 2014 .

[55]  Feng Gao,et al.  Spoken language understanding using weakly supervised learning , 2010, Comput. Speech Lang..

[56]  Steve J. Young,et al.  Partially observable Markov decision processes for spoken dialog systems , 2007, Comput. Speech Lang..

[57]  Yanghee Kim,et al.  Simulating Instructional Roles through Pedagogical Agents , 2005, Int. J. Artif. Intell. Educ..

[58]  Jesús García Laborda,et al.  Methods of adapting digital content for the learning process via mobile devices , 2009 .

[59]  Christina Gardner-McCune,et al.  Re-Discovering and Re-Creating African American Historical Accounts through Mobile Apps: The Role of Mobile Technology in History Education , 2014 .

[60]  Blanche W. O'Bannon,et al.  Mobile phones in the classroom: Preservice teachers answer the call , 2015, Comput. Educ..