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Gaming activities are an integral part of the human learning process, in particular for children. Game-based learning focuses on motivation and children's engagement towards learning. Educational game-based activities are becoming effective strategies to enhance the learning process. This paper presents an educational activity focusing to merge mobile computing devices and Augmented Reality, as a means to engage student in collaborative learning towards the Aesthetical Periods of Music History. The Musical Peddy-paper proposes student to use their mobile computing devices (smartphones/ tablets) to find eight stations scattered in a set location, and then use their music literacy skills to find the correct answer in each station. Collaborative work is required to find the stations and the answers to the clues. The musical Peddy-paper was developed mixing Geo-location and Augmented Reality concepts. Geo-location Points of Interest (POI's) where set through Hoppala platform. Augmented Reality browsing and QRCode reading is supported by the LAYAR platform. In this paper, we introduce the concept of game-based activities as a tool to promote motivation and engagement towards learning, and fully explain the development process of the activity. We conclude this paper presenting the conclusions contemplating the use of this activity among a group of children from the 2nd Cycle of Basic Education in Basic School Maria Manuela de Sá, Matosinhos-Portugal. [For the complete proceedings, see ED557311.]

These proceedings contain the papers and posters of the 5th International Conference on Educational Technologies 2017 (ICEduTech 2017), which has been organised by the International Association for Development of the Information Society and co-organised by the Western Sydney University, held in Sydney, Australia, 11-13 December 2017. ICEduTech is the scientific conference addressing the real topics as seen by teachers, students, parents and school leaders. Scientists, professionals and institutional leaders are invited to be informed by experts, sharpen the understanding what education needs and how to achieve it. Full papers presented in these proceedings include: (1) Bibliometric Science Mapping as a Popular Trend: Chosen Examples of Visualisation of International Research Network Results (Eugenia Smyrnova-Trybulska, Nataliia Morze, Olena Kuzminska and Piet Kommers); (2) Optimize Knowledge Sharing, Team Effectiveness, and Individual Learning within the Flipped Team-Based Classroom (Chung-Kai Huang, Chun-Yu Lin, Zih-Cin Lin, Cui Wang and Chia-Jung Lin); (3) Design and Development of an Interactive Multimedia Simulation for Augmenting the Teaching and Learning of Programming Concepts (Leonah L. Baloyi, Sunday O. Ojo and Etienne A. Van Wyk); (4) Introducing Tablets in a Portuguese School: A Micool Project Case Study Analysis (Miriam Judge); (5) College Communicative Teaching and e-Learning: A Training Scheme (Charito G. Ong; (6) Tested Strategies for Recruiting and Retention of STEM Majors (Sadegh Davari, Sharon Perkins-Hall and Krishani Abeysekera); (7) Redesigning Learning Spaces: What do Teachers Want for Future Classrooms? (Neuza Pedro); (8) Peer Instructions and Use of Technological Tools. An Innovative Methodology for the Development of Meaningful Learning (Oriel A. Herrera and Patricia Mejías); (9) It Doesn't Matter What is in Their Hands: Understanding How Students Use Technology to Support, Enhance and Expand Their Learning in a Complex World (Peter Bryant); (10) A Comparative Study on Social Media Addiction of High School and University Students (Ali Simsek, Kemal Elciyar and Taner Kizilhan); (11) Computer Literacy Teaching Using Peer Learning and under the Confucian Heritage Cultural Settings of Macao, China (Kelvin Wong, Ana Neves and Joao Negreiros); (12) Applying Sensors to Investigate Gender Differences in Beginning Tennis Players (Chih-Hung Yu, Jye-Shyan Wang and Cheng-Chih Wu); (13) Using Arduino to Teach Programming to First-Year Computer Science Students (Wee Lum Tan, Sven Venema and Ruben Gonzalez); (14) Dimensions of Self-Perceived Employability in First Year IT Students (Amy Antonio and David Tuffley); (15) Challenges for a New Generation of STEM Students (Krishani Abeysekera, Sharon Perkins-Hall, Sadegh Davari and Amanda Smith Hackler); (16) Developing a Gesture-Based Game for Mentally Disabled People to Teach Basic Life Skills (Mohammad Javad Nazirzadeh, Kürsat Cagiltay and Necdet Karasu); (17) Learning Group Formation for Massive Open Online Courses (MOOCs) (Sankalp Prabhakar and Osmar R. Zaiane) and (18) ICE: An Automated Tool for Teaching Advanced C Programming (Ruben Gonzalez). Short papers presented include: (1) MOOC as a Laboratory of Culture Shock: Helping Non-U.S. Students Integrate into All-American Virtual Environment (Valeri Chukhlomin and Anant Deshpande); (2) The Use of Mobile Devices Outside of the Classroom for Self-Directed Learning among Female EFL Students in Saudi Arabia (Fatimah Albedah and Chwee Beng Lee); (3) Communication Scaffolds for Project Management in PBL (Shigeru Sasaki, Masayuki Arai, Kumiko Takai, Mitsuhiro Ogawa and Hiroyoshi Watanabe); (4) Digital Pedagogies for Teachers' CPD (Matthew Montebello); (5) Sensing Locally in the Global Environment: Using Sensors in Teachers' Education (Maria João Silva, António Almeida, Bianor Valente, Margarida Rodrigues and Vítor Manteigas); (6) The Use of a Digital Badge as an Indicator and a Motivator (Jun Iwata, John Telloyan, Lynne Murphy, Shudong Wang and John Clayton; (7) Exploring the Education Potential of Minecraft: The Case of 118 Elementary-School Students (Thierry Karsenti and Julien Bugmann); (8) Digital Story Creation: Its Impact towards Academic Performance (Charito G. Ong); and (9) Collaborative Peer Feedback (David A. Smith). Posters include: (1) A System for Class Reflection Using iPads for Real-Time Bookmarking of Feedbacks into Simultaneously Recorded Videos (Taira Nakajima); (2) Roles, Strategies, and Impact of MOOCs on Flipping Business Education (Chung-Kai Huang, Chun-Yu Lin, Zih-Cin Lin and Cui Wang); and (3) Gamifying Outdoor Social Inquiry Learning with Context-Aware Technology (Morris Siu-Yung Jong, Tom Chan, Vincent Tam and Ming-Tak Hue). Individual papers include references, and an Author Index is included.

These proceedings contain the papers of the International Conference e-Learning 2016, which was organised by the International Association for Development of the Information Society, 1-3 July, 2016. This conference is part of the Multi Conference on Computer Science and Information Systems 2016, 1-4 July. The e-Learning (EL) 2016 conference aims to address the main issues of concern within e-Learning. This conference covers both technical as well as the non-technical aspects of e-Learning. These proceedings contain keynote lecture, "Twenty-First Century Skills, Technology and Open Learning: Re-Designing Teaching for the Digital Age" (Tony Bates) [abstract only] and workshop, "Making Sustainable Online Learning a Reality Informed by the Community of Inquiry Framework" (Susi Peacock and Lindesay Irvine). Full papers in these proceedings include: (1) Determining Factors of Students' Perceived Usefulness of e-Learning in Higher Education (Aleksander Aristovnik, Damijana Keržic, Nina Tomaževic and Lan Umek); (2) EvalCOMIX®: A Web-Based Programme to Support Collaboration in Assessment (María Soledad Ibarra-Sáiz and Gregorio Rodríguez-Gómez); (3) A Holistic Approach to Scoring in Complex Mobile Learning Scenarios (Marcel Gebbe, Matthias Teine and Marc Beutner); (4) Content Development for 72,000 Learners: An Online Learning Environment for General Practitioners. A Case Study (Dirk Pilat); (5) First Stages of Adult Students' Relationship to Scientific Knowing and Research in the Open University's Web-Based Methodology Course (Leena Isosomppi and Minna Maunula); (6) A Quantitative Analysis of the Role of Social Networks in Educational Contexts (Azam Shokri and Georgios Dafoulas); (7) Care Management: On Line-Based Approaches to Nurse Education in Ultrasound Imaging (Elena Taina Avramescu, Mitrache Marius and Adrian Camen); (8) Can e-Learning Change Work Practices? (Signe Schack Noesgaard); (9) A Practice of Mobile Learning Bases on Cloud Computing (Heng Wu and Zhong Dong); (10) Guidelines for Conducting a Post-Graduate Module within a Blended Synchonous Learning Environment, Facilitator and Student Perspectives (Christopher Upfold); (11) IT Tools in Initial Teacher Training (Dorin Herlo); (12) Application of a Reference Framework for Integration of Web Resources in DOLTRN--Case Study of Physics--Topic: Waves (Fabinton Sotelo Gomez and Armando Ordóñez); (13) Creating Micro-Videos to Demonstrate Technology Learning (Mark Frydenberg and Diana Andone); (14) An Analysis of Students Enrolled to an Undergraduate University Course Offered Also Online (Nello Scarabottolo); (15) How Do We Know What is Happening Online: A Triangulated Approach to Data Analysis (Marina Charalampidi and Michael Hammond); (16) Analysis of 3D Modeling Software Usage Patterns for K-12 Students (Yi-Chieh Wu, Wen-Hung Liao, Ming-Te Chi and Tsai-Yen Li); and (17) A Distributed Intelligent e-Learning System (Terje Kristensen). Short papers in these proceedings include: (1) Using Cognitive Maps to Promote Self-Managed Learning in Online Communities of Inquiry (Susi Peacock and John Cowan); (2) Automation in Distance Learning: An Empirical Study of Unlearning and Academic Identity Change Linked to Automation of Student Messaging within Distance Learning (Hilary Collins, Hayley Glover, Fran Myers and Mor Watson); (3) Developing the 1st MOOC of University of Porto: Challenges and Strategies (Isabel Martins, Nuno Regadas and Margarida Amaral); (4) Informal Language Learning in Authentic Setting, Using Mobile Devices and SNS (Ruthi Aladjem and Bibiana Jou); (5) Enhancing Third-Year Medical Clerkships: Using Mobile Technology for Teaching and Learning (Janette R. Hill, Michelle A. Nuss, Ronald M. Cervero, Julie K. Gaines and Bruce Middendorf); (6) Statistical Measures of Integrity in Online Testing: Empirical Study (Tom Wielicki); (7) The Complexities of Digital Storytelling: Factors Affecting Performance, Production, and Project Completion (Peter Gobel and Makimi Kano); (8) Collegewide Promotion on e-Learning/Active Learning and Faculty Development (Nobuyuki Ogawa and Akira Shimizu); (9) Training Portuguese Teachers Using Blended Learning--A Different Approach (Bertil P. Marques and Paula Escudeiro); (10) Gamify and Recognize Prior Learning: How to Succeed in Educators' Further Professional Training with Open Badges (Esko Lius); (11) How Do K-12 Students' Manage Applications on Their Mobile Devices? (Ruthi Aladjem and Sharon Hardof); (12) Digital Storytelling for Inclusive Education: An Experience in Initial Teacher Training (Marco Lazzari); and (13) Learning Factory--Assembling Learning Content with a Framework (Peter Steininger). Reflection papers in these proceedings include: (1) Equalizing Educational Opportunities by ICT (Ana María Delgado García and Blanca Torrubia Chalmeta); (2) The Acceptability of MOOC Certificates in the Workplace (Christina Banks and Edward Meinert); (3) Orchestration of Social Modes in e-Learning (Armin Weinberger and Pantelis M. Papadopoulos); (4) Information Competencies and Their Implementation in the Educational Process of Polish Universities. Exploratory Studies (Anna Tonakiewicz-Kolosowska, Iwona Socik and Monika Gajewska); (5) Virtual & Real Face to Face Teaching (Romeo Teneqexhi and Loreta Kuneshka); and (6) Virtual Scaffolding--Constructivism in Online Learning (Lachlan MacKinnon and Liz Bacon). The following poster is included: Active Learning Methods in Programming for Non-IT Students (Olga Mironova, Irina Amitan, Jüri Vilipõld and Merike Saar). An author index is included. Individual papers contain references.

Demographic features are commonly used in Educational Data Mining (EDM) research to predict at-risk students. Yet, the practice of using demographic features has to be considered extremely problematic due to the data's sensitive nature, but also because (historic and representation) biases likely exist in the training data, which leads to strong fairness concerns. At the same time and despite the frequent use, the value of demographic features for prediction accuracy remains unclear. In this paper, we systematically investigate the importance of demographic features for at-risk prediction using several publicly available datasets from different countries. We find strong evidence that including demographic features does not lead to better-performing models as long as some study-related features exist, such as performance or activity data. Additionally, we show that models, nonetheless, place importance on these features when they are included in the data--although this is not necessary for accuracy. These findings, together with our discussion, strongly suggest that at-risk prediction should not include demographic features. Our code is available at: https://anonymous.4open.science/r/edm-F7D1. [For the complete proceedings, see ED630829.]

Mobile devices, augmented reality (AR), and outdoor games can be mobilized to promote Education for Sustainable Development and, thus, to sensitize to nature conservation. The EduCITY project combines mobile learning, AR, and environmental sensors towards sustainability education and creates opportunities for citizens to contribute to their city's sustainability. This paper presents a study that articulates the previous project, the EduPARK, with the current one, the EduCITY. While EduPARK was developed within an urban park, EduCITY expanded its geographical area to the entire city. This study aims to analyze students' perceptions regarding changes in their nature conservation attitudes after exploring an urban green park in a mobile AR game-based learning activity. For this purpose, 233 basic education students (from school-year 5 to 9) played a game for environmental education, available in the EduPARK app, at the Infante D. Pedro Park (Aveiro, Portugal). Through a mixed method approach, data collection was focused on students and included two questionnaires, applied before and after the game activity; a focus group guide; and an observation grid. Results show a strengthening of positive attitudes towards nature conservation. Moreover, students mentioned that their nature conservation future intentions are focused on preserving natural resources, combating resources' waste, recycling waste, reducing pollution, and protecting fauna and flora. Students also revealed willingness and concern to teach friends and family about what they have learned with the EduPARK game. The EduCITY intends to give continuity to these practices throughout Aveiro city. This is anchored on a community-based participatory project integrating AR location games based on challenges, to be explored in the city, in formal, non-formal, and informal educational contexts, in a socio constructivism approach. This study adds to the literature on education for Sustainable Development, by revealing that it is possible to sensitize school students to nature conservation through mobile AR game-based approaches in the outdoors, which can be a first step to promote positive nature attitudes. [For the full proceedings, see ED639391.]

The beekeeping sector is demanding, requires knowledge and updated information to be able to deal with the challenges related with climate change, food scarcity, stress, pollution, and other harmful effects from the surrounding environment. Hence, this work intended to make a characterization of the needs in professional training in the beekeeping sector and how these needs can be fulfilled through courses and other actions to help beekeepers to maintain updated. The work was carried out in seven European countries (Croatia, Estonia, Finland, Italy, Norway, Portugal, Spain, Total), and the data was collected through a questionnaire survey, translated into the native languages in all the participating countries. The results revealed that the topics of highest interest for the beekeepers were apiary health and pest control and also colony management throughout the year. The most relevant sources of information were family and professional training/courses. The most valued forms of training were in-person and in workplace/internships, although the digital supporting resources were preferred instead of printed material. The learning materials most valued were videos but also books/paper manuals were considered relevant. The field visits were also greatly appreciated by the participants, and the most preferred assessment format was the realization of practical exercises. In conclusion, this work produced valuable information that can be utilized to design training actions and courses to the professionals in the beekeeping sector to enhance their knowledge and better prepare them to manage successfully their activities. [For the full proceedings, see ED654100.]

These proceedings contain the papers of the International Conferences on Educational Technologies (ICEduTech 2014), and Sustainability, Technology and Education (STE 2014). The International Conference on Educational Technologies (ICEduTech 2014) is the scientific conference addressing the real topics as seen by teachers, students, parents and school leaders. Scientists, professionals and institutional leaders are invited to be informed by experts, sharpen the understanding of what education needs and how to achieve it. Topics for the ICEduTech Conference include: (1) Education in Context: Education in the Network Society, Educational Games, Social Media in Education, Home Schooling, Students' Rights, Parents' Rights, Teachers' Rights, Student-Safe Searching, School Violence, Education and Tolerance for Peace and Education in Developing Countries; (2) Education as Professional Field: Teacher Education, Teachers' Professional Development, Teachers' Workload, Teacher Support for Grading, Time Tabling, Grading, Learning Tools, and Online Learning Software, Teachers' learning in Communities of Practice, Web-based Communities for Teacher Support, Teachers' Career Planning, Legal and Financial Issues, Conflict Resolution and Mediation, Governance and Servant Leadership and Educational Policies; (3) Curricular Evolution: Problem-based Learning, Critical Thinking Skills, Creativity Skills, Learning Citizenship, Global Education, Media Literacy / Pedagogy, Multicultural Education and Alternative Assessment Methods; (4) Learner Orientation: Student-Oriented Learning, Peer- and Collaborative Learning, Learning Strategies: Learn how to Learn, Motivating Students, Recognizing Students' Learning Styles and Special Education; (5) Integrating Educational Technologies: Social Media and Social Networking, The Semantic Web 3.0, Podcasting for Broadcasting Video Lectures, Podcasting feedback to students, Wiki and blogs in Higher Education, Mobile, Virtual and Vicarious Learning and Simulations and Modeling; and (6) International Higher Education: Marketing Higher Education as a Business Case, Pitfalls and Solutions in Joint and Double Degree Programs, Enculturation and International Teacher Accreditation, Web-based, Mobile, Virtual Presence and Social Media to Overcome Student Mobility, Blended Learning and Student Assessment at a Distance, Student Mobility and Distance Education, New-Emerging Standards and Benchmarks for Higher Education, Education, Research, Exchange and Capacity Building, 21st Century Academic and Industrial Brain Exchange, Academic Salaries, Faculty Contracts, Residence Permits and Legal Issues, International Student Exchange Funding Programs: Erasmus Mundus, the U.S. Council on International Educational Student Exchange, and the Euro-American "Atlantis" program, Networks for International Higher Education in the Pacific, Australia, Europe, Asian and European countries and Higher Education, Cultural Diversity, Tolerance and Political Conflict. The International Conference on Sustainability, Technology and Education (STE) aims to address the main issues which occur by assessing the relationship between Sustainability, Education and Technology. Broad areas of interest are: Sustainability and Leadership, Sustainability and Green IT, Sustainability and Education. Following three Keynote Lectures by Chun-Yen Chang, David Tawei Ku, and Pedro Isais, the full papers presented are as follows: (1) The Study of Adopting Problem Based Learning in Normal Scale Class Course Design (Chia-ling Hsu); (2) Student Learning Through Hands-On Industry Projects (Lingma Lu Acheson); (3) A Study of Facilitating Cognitive Processes with Authentic Support (Rustam Shadiev, Wu-Yuin Hwang, Yueh-Min Huang and Tzu-Yu Liu); (4) Mobile-Assisted Second Language Learning: Developing a Learner-Centered Framework (Choy Khim Leow, Wan Ahmad Jaafar Wan Yahaya and Zarina Samsudin); (5) Social Interaction Development through Immersive Virtual Environments (Jason Beach and Jeremy Wendt); (6) Teaching and Learning in the Digital Era: A Case Study of Video-Conference Lectures from Japan to Australia (Seiko Yasumoto); (7) Lessons Learnt from and Sustainability of Adopting A Personal Learning Environment & Network (PLE&N) (Eric Tsui and Farzad Sabetzadeh); (8) Studying Challenges in Integrating Technology in Secondary Mathematics with Technological Pedagogical and Content Knowledge (TPACK) (Dorian Stoilescu); (9) Building Better Discipline Strategies for Schools by Fuzzy Logics (Dian-Fu Chang, Ya-Yun Juan and Wen-Ching Chou); (10) Assessing Critical Thinking Performance of Postgraduate Students in Threaded Discussions (Cheng Lee Tan and Lee Luan Ng); (11) Work-Integrated Learning with Work-Integrated Learners (Martin Gellerstedt and Tobias Arvemo); (12) A Framework for Gamified Activities Based on Mobile Games (Ana Amelia Carvalho, Inês Araújo and Nelson Zagalo); (13) The OpenForest Portal as an Open Learning Eosystem: Co-Developing in the Study of a Multidisciplinary Phenomenon in a Cultural Context (Anu Liljeström, Jorma Enkenberg, Petteri Vanninen, Henriikka Vartiainen and Sinikka Pöllänen); (14) Designing Participatory Learning (Henriikka Vartiainen); (15) The Relationship among Principals' Technology Leadership Teaching Innovation, and Students' Academic Optimism in Elementary Schools (Chuan-Chung Hsieh, Hung-Chin Yen and Liu-Yen Kuan); (16) Design Research Methods for Future Mapping (Sugandh Malhotra, Prof. Lalit K. Das and Dr. V. M. Chariar); (17) Makahiki: An Open Source Serious Game Framework for Sustainability Education and Conservation (Yongwen Xu, Philip M. Johnson, George E. Lee, Carleton A. Moore and Robert S. Brewer); (18) The Relationships among Principals' Distributed Leadership, School Knowledge Innovation and ICT Use in Taiwanese Elementary Schools (Chuan-Chung Hsieh, Jui-Hsuan Hung and Hao-Chiou Li); (19) Beauty of Wholeness and Beauty of Partiality "New Terms Defining the Concept of Beauty in Architecture in Terms of Sustainability and Computer Aided Design (Ayman A. Farid, Weaam M. Zaghloul and Khaled M. Dewidar); (20) Galvanizing Local Resources: A Strategy for Sustainable Development in Rural China (Eun Ji Cho); (21) Teaching Assembly for Disassembly: An Under-Graduate Module Experience (Eleftheria Alexandri); and (22) System-Events Toolbox- Activating Urban Places for Social Cohesion through Designing a System of Events that Relies on Local Resources (Davide Fassi and Roberta Motter). Short Papers include: (1) A Design and Development of Distance Learning Support Environment for Collaborative Problem Solving in Group Learners (Takuya Nitta, Ryo Takaoka, Shigeki Ahama and Masayuki Shimokawa); (2) Academic Use of Social Media Technologies as an Integral Element of Informatics Program Delivery in Malaysia (Jane See Yin Lim, Barry Harper and Joe F. Chicharo); (3) Digital Storytelling across Cultures: Connecting Chinese & Australian Schools (Mark Pegrum, Grace Oakley, Cher Ping-Lim, Xi Bei Xiong and Hanbing Yan); (4) A Study on Building an Efficient Job Shadowing Management Methodology for the Undergraduate Students (Koichi Sakoda and Masakazu Takahashi); (5) Using Tablet PCS in Classroom for Teaching Human-Computer Interaction: An Experience in High Education (Andre Constantino da Silva, Daniela Marques, Rodolfo Francisco de Oliveira and Edgar Noda); (6) Technology and Motor Ability Development (Lin Wang, Yong Lang and Zhongmin Luo); (7) The Integrated Framework of College Class Activities--Using Learn Mode with the Introduction of Educational Technology as an Example (Chia-Ling Tsai and David Tawei Ku); (8) Training Pre-Service Chinese Language Teachers to Create Instructional Video to Enhance Classroom Instruction (Lih-Ching Chen Wang and Ming-Chian Ken Wang); (9) Using Project-Based Learning and Google Docs to Support Diversity (Amy Leh); (10) Exploring Social Equity Aspects in Integrating Technology in Primary Mathematics Education (Dorian Stoilescu); (11) Chinese Fantasy Novel: Empirical Study on New World Teaching for Non-Native Learners (Bok Check Meng and Goh Ying Soon); and (12) Building of a Disaster Recovery Framework for E-Learning environment Using Private Cloud Collaboration (Satoshi Togawa and Kazuhide Kanenishi). The reflection papers include: (1) Stoic Behavior Hypothesis in Hint Seeking and Development of Reversi Learning Environment as Work Bench for Investigation (Kazuhisa Miwa, Kazuaki Kojima and Hitoshi Terai); (2) Alternative Assessment Methods Based on Categorizations, Supporting Technologies and A Model for Betterment Marion G. Ben-Jacob and Tyler E. Ben-Jacob; (3) Wiki -Enhanced Scaffolding to Encourage Student Participation in a Content and Language Integrated Learning (CLIL) Classroom (Chun-Yi Lin) ; and (4) Pragmatics and Seminotics: Movies as Aesthetic Audio-Visual Device Expedite Second Language Acquisition (Lucia Y. Lu). Individual papers contain references. An author index is included. [These conferences are co-sponsored by Curtin University, Curtin Business School (Australia), and the International Society for Professional Innovation Management.]