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This preliminary study developed the concept map tool "BR-Map" using learning logs on eBook viewer, and investigated the relationships between self-regulated learning (SRL) awareness, learning behaviors (usage of BR-Map, and one-minute paper and report submission), and learning performance. Psychometric data and learning logs were collected in the lecture course, and their relationships were analyzed using Spearman's correlation analysis. The results indicated that awareness of intrinsic value, use of cognitive learning strategies, and self-regulation had significant correlations with the usage of BR-Map. The awareness of cognitive learning strategies had significant correlation with standard deviation of one-minute paper submission hours. With regard to relationships between the BR-Map usage and learning behaviors, the relationships between the usage of BR-Map and one-minute paper submissions, which was a regularly weekly assigned task, were found. [This research was partially supported by Grant-in-aid for Scientific Research and the Qdai-jump Research (QR) Program of Kyushu University. For the complete proceedings, see ED600498.]

In this paper, we present a system for visualizing learning logs of a course in progress together with predictions of learning activities of the following week and the final grades of students by state transition graphs. Data are collected from 236 students attending the course in progress and from 209 students attending the past course for prediction. From these data, the system constructs a state transition graph, where the prediction is based on the Markov property. We verify the performance of predictions by experiments in which the accuracy of prediction using the data of the course in progress and the one by 5-fold cross validation. [The research results have been achieved by "Research and Development on Fundamental and Utilization Technologies for Social Big Data" (178A03), the Commissioned Research of National Institute of Information and Communications Technology (NICT), Japan. For the complete proceedings, see ED579395.]

"Digital Native" and "Digital Immigrant" are terms, popularized by Prensky (2001), to describe those born either before, or in the digital era (i.e. after 1980). In recent years, this dichotomy has been used to raise awareness of differences in technology usage and what these differences may mean for education. The present study examines Japanese university teacher and student use of digital technology in academic settings, as well as their preferences for digital or paper-based educational practices. At a private university in Japan, 337 first-year university students and 170 full-time faculty responded to tailored questionnaires addressing digital technology use. Both questionnaires focused on four areas: technology use, self-efficacy, familiarity, and learning/teaching style preferences. The results showed that there are clear differences in technology use between teachers and students, with teachers using computers more than students. Self-efficacy of students was much lower than teachers, and there were distinct differences in the familiarity with software and web pages between the two groups, with students being much more comfortable with websites and teachers being more familiar with software. Learning/teaching styles of both groups were similar, with a bias towards teacher-centered and paper-based educational practices. These findings suggest that there is a mismatch between institutional goals and the beliefs and practices of both teachers and students regarding the role of technology in the curriculum. [For the full proceedings, see ED562107.]

The aim of the 2018 International Association for Development of the Information Society (IADIS) Cognition and Exploratory Learning in the Digital Age (CELDA) conference was to address the main issues concerned with evolving learning processes and supporting pedagogies and applications in the digital age. There have been advances in both cognitive psychology and computing that have affected the educational arena. The convergence of these two disciplines is increasing at a fast pace and affecting academia and professional practice in many ways. Paradigms such as just-in-time learning, constructivism, student-centered learning and collaborative approaches have emerged and are being supported by technological advancements such as simulations, virtual reality and multi-agent systems. These developments have created both opportunities and areas of serious concerns. This conference aims to cover both technological as well as pedagogical issues related to these developments. Main tracks have been identified. However innovative contributions that do not easily fit into these areas will also be considered as long as they are directly related to the overall theme of the conference -- cognition and exploratory learning in the digital age. The CELDA 2018 Conference received 85 submissions from more than 31 countries. Each submission was reviewed in a double-blind review process by at least two independent reviewers to ensure quality and maintain high standards. Out of the papers submitted, 37 were accepted as full papers, 20 were accepted as short papers, and 5 were accepted as reflection papers. In addition to the presentation of full, short and reflection papers, the conference also includes one keynote presentation from internationally distinguished researcher, Professor Tobias Ley, Professor for Learning Analytics and Educational Innovation, Head of the Center of Excellence in Educational Innovation, Tallinn University, Estonia. Individual papers contain figures, tables, and references. An author index is provided.

The paper presents a meaningful discovery learning environment called "cache-cache comparison" for a personalized learning support system. The processing of seeking hidden relations or concepts in "cache-cache comparison" is intended to encourage learners to actively locate new knowledge in their knowledge framework and check the logical consistency of their ideas for clearing up misunderstandings. This active engagement is also expected to prevent a) the emergence of cognitive overload and b) the decreasing of the curiosity and willingness to explore as in the meaning reception learning environment. [For the full proceedings, see ED562093.]

This paper tackles enhancing outside-class learning of JSL (Japanese as a Second Language) learners. The objective of this study is to examine the effectiveness of our developed learning log system called SCROLL (System for Capturing and Reminding of Learning Log) in terms of boosting up outside-class learning time of JSL learners in Japan. In our evaluation, there was a statistically significant increase of outside-class learning time during the phase with SCROLL. However the number of uploading words did not contribute to boosting up outside-class learning time but it seemed taking quizzes that contributed to the increase. The questionnaire survey shows that no advanced learners gave positive comments about SCROLL, while there was only one negative comment from the beginners. It implies that the system might more fit beginner learners. [For the full proceedings, see ED562096.]

Digital portfolios can provide a space where evidence of a learner's competency is stored and digital badges can be used in their portfolios as valid indicators of accomplishment, skill, knowledge, or interest. The authors issued "digital badges" to our students who successfully completed the modules of a Medical English Terminology course we developed on Moodle by using its badge function. The badges which students earned for the course were designed to function as a validated indicator of students' achievements to demonstrate to their teachers. We anticipated that the use of badges would not only help the learners confirm their achievements for the course but also help motivate them toward further autonomous study. Through a reflective questionnaire about the use of badges, about 77.5% of the students found the badge assessment system comprehensible and the great majority of students (87.2%) were satisfied with their study through this course. The questionnaire results also showed that 67.6% of the students found the use of badges helpful in confirming their course achievements and 63.7% of them found that earning badges helped motivate them toward further autonomous study. These findings indicate that while there is still room for improvement, the use of digital badges has the potential to provide students with opportunities to celebrate their achievements and enhance their learner autonomy for online self-study courses. [For the complete proceedings, see ED579282.]

Skill in reading comprehension requires reading sentences to understand an intention embedded between the lines. In the case of narrative, it is particularly necessary to read a narrative and find essential concepts such as emotions of the characters embedded between the lines for comprehending an intention of the narrative. In this work, we focus on reading between the lines and to require learners to compose a narrative map including a concept (called interlinear concept) between the lines, which is related to the narrative intention. We also demonstrate a tablet tool, which allows learners to compose a narrative map including interlinear concept from narrative. This tool presents pseudo-haptic feedback when learners operate the nodes and links representing the interlinear concept and narrative intention on the map. The results of a case study suggest that the pseudo-haptic feedback could enhance awareness of the interlinear concept and narrative intention. [For the complete proceedings, see ED579395.]

These proceedings contain the papers of the 13th International Conference on Cognition and Exploratory Learning in the Digital Age (CELDA 2016), October 28-30, 2016, which has been organized by the International Association for Development of the Information Society (IADIS), co-organized by the University of Mannheim, Germany, and endorsed by the Japanese Society for Information and Systems in Education (JSISE). The CELDA conference aims to address the main issues concerned with evolving learning processes and supporting pedagogies and applications in the digital age. There have been advances in both cognitive psychology and computing that have affected the educational arena. The convergence of these two disciplines is increasing at a fast pace and affecting academia and professional practice in many ways. These proceedings contain the following keynote lectures: (1) From Digital to Double Blended Learning (Jeroen J. G. van Merrienboer); and (2) Open Educational Resources: Educational Technology as a Driver for Educational Reform? (Michael Kerres). Full papers in these proceedings include: (1) A Service-Learning Project Using Crowdfunding Strategy: Students' Experience and Reflection (Jessnor Elmy Mat-jizat and Khalizul Khalid); (2) Towards a Theory-Based Design Framework for an Effective E-Learning Computer Programming Course (Ian S. McGowan); (3) An Ontology for Learning Services on the Shop Floor (Carsten Ullrich); (4) The Impact of Technology Integration upon Collegiate Pedagogy from the Lens of Multiple Disciplines (Joan Ann Swanson); (5) A Learning Support System Regarding Motion Trigger for Repetitive Motion Having an Operating Instrument (Hiroshi Toyooka, Kenji Matsuura, and Naka Gotoda); (6) Task-Based Assessment of Students' Computational Thinking Skills Developed through Visual Programming or Tangible Coding Environments (Takam Djambong and Viktor Freiman); (7) Framework for Intelligent Teaching and Training Systems--A Study of the Systems (Nikolaj Troels Graf von Malotky and Alke Martens); (8) Mobile Device Usage in Higher Education (Jan Delcker, Andrea Honal, and Dirk Ifenthaler); (9) Features Students Really Expect from Learning Analytics (Clara Schumacher and Dirk Ifenthaler); (10) Music Technology Competencies for Education: A Proposal for a Pedagogical Architecture for Distance Learning (Fátima Weber Rosas, Leticia Rocha Machado, and Patricia Alejandra Behar); (11) Increasing Students' Science Writing Skills through a PBL Simulation (Scott W. Brown, Kimberly A. Lawless, Christopher Rhoads, Sarah D. Newton, and Lisa Lynn); (12) The Effect of Choosing versus Receiving Feedback on College Students' Performance (Maria Cutumisu and Daniel L. Schwartz); (13) The Impact of Middle-School Students' Feedback Choices and Performance on Their Feedback Memory (Maria Cutumisu and Daniel L. Schwartz); (14) Numerical Acuity Enhancement in Kindergarten: How Much Does Material Presentation Form Mean? (Maria Lidia Mascia, Maria Chiara Fastame, Mirian Agus, Daniela Lucangeli, and Maria Pietronilla Penna); (15) A Video Game for Learning Brain Evolution: A Resource or a Strategy? (Luisa Fernanda Barbosa Gomez, Maria Cristina Bohorquez Sotelo, Naydu Shirley Roja Higuera, and Brigitte Julieth Rodriguez Mendoza); (16) Communication Vulnerability in the Digital Age: A Missed Concern in Constructivism (Fusa Katada); (17) Online Learners' Navigational Patterns Based on Data Mining in Terms of Learning Achievement (Sinan Keskin, Muhittin Sahin, Adem Ozgur, and Halil Yurdugul); (18) Amazed by Making: How Do Teachers Describe Their PBL Experience (Dalit Levy and Olga Dor); (19) Group Work and the Impact, If Any, of the Use of Google Applications for Education (Jannat Maqbool); (20) Fractangi: A Tangible Learning Environment for Learning about Fractions with an Interactive Number Line (Magda Mpiladeri, George Palaigeorgiou, and Charalampos Lemonidis); (21) Evaluation of Learning Unit Design with Use of Page Flip Information Analysis (Izumi Horikoshi, Masato Noguchi, and Yasuhisa Tamura); (22) Einstein's Riddle as a Tool for Profiling Students (Vildan Özeke and Gökhan Akçapinar); (23) Exploring Students' E-Learning Effectiveness through the Use of Line Chat Application (Tassaneenart Limsuthiwanpoom, Penjira Kanthawongs, Penjuree Kanthawongs, and Sasithorn Suwandee); (24) Factors Affecting Perceived Satisfaction with Facebook in Education (Penjuree Kanthawongs, Penjira Kanthawongs, and Chaisak Chitcharoen); (25) Interactive Video, Tablets and Self-Paced Learning in the Classroom: Preservice Teachers' Perceptions (Anthia Papadopoulou and George Palaigeorgiou); (26) Cognitive Design for Learning: Cognition and Emotion in the Design Process (Joachim Hasebrook); (27) Investigating the Potential of the Flipped Classroom Model in K-12 Mathematics Teaching and Learning (Maria Katsa, Stylianos Sergis, and Demetrios G. Sampson; (28) Learning Analytics to Understand Cultural Impacts on Technology Enhanced Learning (Jenna Mittelmeier, Dirk Tempelaar, Bart Rienties, and Quan Nguyen); (29) Widening and Deepening Questions in Web-Based Investigative Learning (Akihiro Kashihara and Naoto Akiyama); (30) Year 9 Student Voices Negotiating Digital Tools and Self-Regulated Learning Strategies in a Bilingual Managed Learning Environment (Ulla Freihofner, Simone Smala, and Chris Campbell); (31) Purposeful Exploratory Learning with Video Using Analysis Categories (Meg Colasante); (32) Building a Learning Experience: What Do Learners' Online Interaction Data Imply (Mehmet Kokoç and Arif Altun); (33) Rules for Adaptive Learning and Assistance on the Shop Floor (Carsten Ullrich); and (34) Participation and Achievement in Enterprise MOOCs for Professional Learning (Florian Schwerer and Marc Egloffstein). Short papers included in these proceedings include: (1) Connectivist Communication Networks (Ingolf Waßmann, Robin Nicolay, and Alke Martens); (2) Learning and Skills Development in a Virtual Class of Educommunications Based on Educational Proposals and Interactions (Maria Cristina Bohorquez Sotelo, Brigitte Julieth Rodriguez Mendoza, Sandra Milena Vega, Naydu Shirley Roja Higuera, and Luisa Fernanda Barbosa Gomez); (3) The Relationship among ICT Skills, Traditional Reading Skills and Online Reading Ability (I-Fang Liu and Hwa-Wei Ko); (4) Towards Concept Understanding Relying on Conceptualisation in Constructivist Learning (Farshad Badie); (5) E-Learning in Chemistry Education: Self-Regulated Learning in a Virtual Classroom (Rachel Rosanne Eidelman and Yael Shwartz); (6) Relationship of Mobile Learning Readiness to Teacher Proficiency in Classroom Technology Integration (Rhonda Christensen and Gerald Knezek); (7) Human Computer Interaction (HCI) and Internet Residency: Implications for Both Personal Life and Teaching/Learning (Linda Crearie); (8) A Portfolio for Optimal Collaboration of Human and Cyber Physical Production Systems in Problem-Solving (Fazel Ansari and Ulrich Seidenberg); (9) Innovative Collaborative Learning Strategies for Integrated Interactive E-Learning in the 21st Century (Barbara Son); (10) Educational Criteria for Evaluating Simple Class Diagrams Made by Novices for Conceptual Modeling (Mizue Kayama, Shinpei Ogata, David K. Asano, and Masami Hashimoto); (11) Digital Natives and Digital Divide: Analysing Perspective for Emerging Pedagogy (Uriel U. Onye and Yunfei Du); (12) E-Learning System Using Segmentation-Based MR Technique for Learning Circuit Construction (Atsushi Takemura); (13) Students' Google Drive Intended Usage: A Case Study of Mathematics Courses in Bangkok University (Krisawan Prasertsith, Penjira Kanthawongs, and Tan Limpachote); (14) An Empirical Study on the Impact of Self-Regulation and Compulsivity towards Smartphone Addition of University Students (Penjira Kanthawongs, Felicito Angeles Jabutay, Ruangrit Upalanala, and Penjuree Kanthawongs); (15) Adaptive Game Based Learning Using Brain Measures for Attention--Some Explorations (Jelke van der Pal, Christopher Roos, Ghanshaam Sewnath, and Christian Rosheuvel); (16) Evaluation of the Course of the Flight Simulators from the Perspective of Students and University Teachers (Feyzi Kaysi, Bünyamin Bavli and Aysun Gürol); (17) Development of Critical Thinking with Metacognitive Regulation (Yasushi Gotoh); (18) Enacting STEM Education for Digital Age Learners: The "Maker" Movement Goes to School (Dale S. Niederhauser and Lynne Schrum); (19) New Scenarios for Audience Response Systems in University Lectures (Daniel Schön, Stephan Kopf, Melanie Klinger, and Benjamin Guthier); (20) Academic Retention: Results from a Study in an Italian University College (Maria Lidia Mascia, Mirian Agus, Maria Assunta Zanetti, Eliano Pessa, and Maria Pietronilla Penna); and (21) Learning How to Write an Academic Text: The Effect of Instructional Method and Reflection on Text Quality. Reflection papers in these proceedings include: (1) Teachers' Attitude towards ICT Use in Secondary Schools: A Scale Development Study (Mehmet Kemal Aydin, Ali Semerci, and Mehmet Gürol); and (2) Inventing the Invented for STEM Understanding (Alicia Stansell, Tandra Tyler-Wood, and Christina Stansell). An author index is included. Individual papers contain references.

Based on the Nursing Learning Support System, which was developed and tested by our university, this study developed the "Digital Nursing Dictionary (ver. 2)," a terminal tablet with a new function of an electronic books, by taking advantage of the developed ICT. This paper describes an interim report of the results of those assessments. [For complete proceedings, see ED562096.]

This study, which targeted students in Japanese universities, used a written questionnaire to examine student response behavior when their smartphones received a call or message during university lectures. Phone and message transmissions were taken as the transmission media and six types of caller/sender were set. Survey results showed differences in response behavior depending on the identity of the caller/sender. Additionally, the results showed a tendency for students to respond more to text messages during lectures. [For the full proceedings, see ED571335.]

The purpose of this study is to use the Analytic Hierarchy Process in order to identify how frequency of media use in daily life affects decision-making in media choice. 276 university students took part in this research, They were asked to prioritize their ways of obtaining information about current affairs using sets of media such as TV, books, newspapers, webpages, Twitter and Facebook. Multiple regression analysis showed a clear relationship between frequency of media use in daily life and decision-making in media choice. It was suggested that frequency of media use in daily life affects decision- making in media choice. For example, even in aspects where it would be appropriate to obtain information from books, the high web using group tends to select the web. Information about these students' tendencies is useful as metacognitive knowledge. [This work was supported by JSPS KAKENHI Grant Number 24501179. For the complete proceedings, see ED557311.]

The spread of SNS has changed communications between people to a great extent. For them it is a place their hearts can rely on and where they can hang out, a place for self-approval, for self-expression and a place where the other person listens to their dissatisfaction and discontent. At the beginning people are interested in knowing what everyone is doing, so they check SNS every day. However, they feel gradually tired. Immediate response syndrome refers to the feeling of having to check SNS sites and being is a state of psychological imbalance. Some have a loss of self-esteem in the SNS communication. So I analyzed the relationship of social media use and the self-esteem. As a results, the high self-efficacy group prefers both Facebook and LINE while the low self-efficacy group tends to use Twitter. [For full proceedings, see ED571459.]