Recent accessibility drives and price wars between the major South African (SA) cell phone companies suggest that the landscape for the adoption of mobile learning (m-learning) at the Higher Education Institution (HEI) level may be changing. As such, there is a need to gauge the current mobile readiness of students for m-learning. Mobile technology readiness refers to the extent to which students have access to mobile devices (not only handsets), and can afford data bundles that meet or exceed the requirements of a base set of currently available m-learning applications (Naicker and Van der Merwe 2012). Mobile operational readiness refers to students’ awareness of, attitude towards, support and training that is required for m-learning. This study conducted an assessment of the technology and operational readiness of students at a SA HEI. An in-depth literature survey was undertaken to delineate technology and operational readiness of students for m-learning. For technology readiness, an investigation was conducted on m- learning applications that are currently available and the technology requirements of these mobile applications. This was undertaken to determine the extent that the current student mobile handset profile match these requirements. The literature review also included a search for mobile opeeratratiioonnaall ffaactorctorss ssuuchch aass ssttuuddeennttss’’ aawwaarenerenessss ooff aanndd aattttiittuuddee ttoowwaarrddss mm--lleaearrnininngg as well as m-learning support and training that students require. The philosophical underpinning of this study was based on Activity Theory. The strategy of inquiry employed was a case study approach. Data was collected from students at the Durban University of Technology, a resident based SA HEI. A mixed methods data collection strategy was employed. The researcher used a field survey questionnaire as the primary research instrument to assess mobile technology and operational readiness. Focus group interviews were used as a secondary data gathering tool to triangulate and strengthen the results. The results were presented using descriptive and inferential statistics and were analyzed using the lens of activity theory. In terms of technology readiness, despite a high level of ownership and reasonable compliance with application requirements, data costs remain prohibitive. In assessing operational readiness, despite a positive attitude, the majority of the students require awareness, ongoing support and training. Several recommendations based on the findings are offered. For example, one of the findings showed that mobile connectivity affordability was low amongst students and it is recommended that the HEI work around exorbitant connectivity costs by combining m-learning technologies to form meaningful m-learning approaches at a minimum cost. Another finding showed low awareness of m-learning at the HEI. A recommendation advanced to combat this finding is for the HEI to encourage and support dialogue among key stakeholders. This study concludes that any m-learning endeavour to implement m-learning at this HEI is bound to fail as only a small percentage of students are aware of m-learning and can afford data bundles to implement m-learning in its true sense. As an implication of this study to other HEI’s, the researcher suggests that regular mobile readiness surveys be conducted. / Science and Technology Education / M. Sc. (Information Systems)

Technology continues to progress due to the enormous growth of wireless technologies and mobile computing. Mobile devices such as handheld computers, smartphones and mobile phones are integrated into the daily lives of many people irrespective of their age, nationality or gender. These devices are embedded with computer functionalities and their ease of use and mobility functionality enable the people to use and move around with the mobile devices everywhere they go; the sophistication of these devices fascinates many learners thus they are fluent in using digital technology. The aim of this thesis is to describe how these devices are being utilised for learning purposes using the qualitative data collection method, to use the FRAME model to evaluate the usefulness of mobile digital technology and to also understand the educator’s role in the mobile age. This thesis explores the relationship between education (what is being taught), society (individual learners and their learning preferences) and technology (mobile tools used for learning), conceptualising the learner’s perspective. The research findings indicate that learners in the case study are enthusiastic about mobile educational technology, fluent in using digital technology and they prefer pen and paper for taking notes. The outcomes of this study suggest that although mobile technology has the potential to enhance teaching and learning, educators need to put more emphasis on providing technology-rich learning activities to empower high level of student involvement and take into consideration the learner’s learning preferences towards learning using mobile technology. / College of Engineering, Science and Technology / M.Tech. (Information Technology)

[pt] Mobile Learning ou aprendizagem com mobilidade é a aquisição de conhecimento e habilidades por meio de tecnologias móveis em qualquer lugar e em qualquer tempo. É possível usar as tecnologias móveis e sem fio para acessar ambientes virtuais de aprendizagem, realizar cursos, interagir com colegas e instrutores e, buscar ou postar materiais em diferentes contextos ou momentos. Apesar de o mobile learning estar se espalhando no mundo, ainda é incipiente a comprensão sobre os fatores que impulsionam a sua adoção. Esta pesquisa revisou a literatura sobre mobile learning e modelos de adoção de tecnologia com o objetivo de investigar que fatores influenciariam a intenção de uso do mobile learning. O estudo foi realizado com alunos de graduação de uma Universidade Particular da cidade do Rio de Janeiro e obteve uma amostra de 402 discentes, por meio de uma survey. A coleta dos dados foi feita usando de um questionário estruturado com 52 questões. Os resultados, obtidos mediante o uso de modelagem de equações estruturais, indicam que as percepções de utilidade de curto prazo apresentaram os efeitos mais fortes dentro dos construtos avaliados sobre a intenção de usar m-learning por estudantes de ensino superior. Efeitos significativos também foram encontrados para facilidade de uso, compatibilidade e autoeficácia. / [en] Mobile Learning or learning with mobility is the acquisition of knowledge and skills through mobile technology anywhere and at any time. You can use the mobile and wireless technologies to access virtual learning environments or accomplish several other goals, such attending a course, interacting with colleagues or instructors, seeking or posting content in different contexts or moments. Although mobile learning is spreading in the world, there is a lack of research on the factors that drive its adoption. This study revised the literature on mobile learning and models of technology adoption in order to understand which factors influence the intention to use mobile learning by higher education students. In order to achieve such a goal, a survey was conducted on undergraduate students of a private university in Rio de Janeiro, with a sample of 402 students being obtained. Data collection was conducted through a structured questionnaire with 52 items. Structural equations modeling was employed, with the results indicating that perceptions of short-term utility showed the strongest effect on the intention to use m-learning by higher education students, with significant effects also found for ease of use, compatibility and self-efficacy.

Un intérêt accru a été élevé sur les systèmes d'apprentissage mobiles contextualisé. Ces systèmes visent à fournir les supports d'apprentissage via des appareils mobiles et de les adapter aux besoins spécifiques de l'éducation, les caractéristiques personnelles et les circonstances particulières d'un apprenant ou un groupe d'apprenants interconnectés. L'apprentissage en milieu de travail est une approche essentielle pour promouvoir l'efficacité de travail et d'apprentissage des professionnels. Il est besoin ciblé, personnalisé, juste-à-temps et basé sur la localisation. Ces caractéristiques prédisent que le système d'apprentissage mobile contextualisé peut jouer un rôle dans la promotion de l'efficacité de l'apprentissage en milieu de travail. Cependant, il y a relativement peu de systèmes d'apprentissage mobiles contextualisé proposées pour le développement de l'apprentissage et de la compétence en situation de travail. Cet article propose la conception, la mise en œuvre et l'évaluation d’un système d'apprentissage mobile contextualisé pour le milieu professionnel, nommé WoBaLearn. Plus précisément, dans la thèse, nous avons travailler sur: (1) les théories de l'apprentissage mobile contextualisé et l'apprentissage en milieu de travail; (2) les approches pour la conception d'un système d'apprentissage mobile contextualisé pour le milieu professionnel; et (3) les technologies et les méthodologies de mettre en œuvre et de tester le système d'apprentissage conçu. Les principales contributions de cette thèse sont: 1) Construction d’un modèle de contexte hiérarchique et basé sur une ontologie pour l'apprentissage en milieu de travail Nous avons défini un modèle de contexte initial pour décrire l'information contextuelle de l'apprentissage mobile en milieu de travail, nommé WbML. Ce modèle adopte l'approche hiérarchique, et est construit par l'ontologie. 2) Proposition d’un ensemble de stratégies d'adaptation pour l'apprentissage en milieu de travail et un moteur d'apprentissage pour exécuter ces stratégies Nous avons proposé un ensemble de stratégies d'adaptation. Ces stratégies adapter les supports d'apprentissage en fonction du contexte d’apprentissage actuel. Nous avons proposé également un moteur d'adaptation qui exécute ces stratégies pour mettre en œuvre les adaptations d'apprentissage. 3) Conception de l’architecture d’un système d'apprentissage mobile contextualisé pour le milieu professionnel Combinant avec les bases conceptuelles sur le modèle de contexte, des contenus d'apprentissage, les stratégies d'adaptation et le moteur d'adaptation, nous avons proposé l'architecture de WoBaLearn système qui permet à WoBaLearn de réaliser des services d'apprentissage adaptatif. 4) Mise en œuvre du système et son évaluation avec une étude de cas Nous avons implémenté le système avec les technologies modernes, et mis une étude de cas pour évaluer ce système. Les résultats d'évaluation nous ont fourni la preuve que ce système peut offrir aux professionnels une expérience d'apprentissage satisfaisant et faciliter leurs activités de travail. / Increased interest has been shown in context-aware mobile learning systems. These systems aim to provide learning supports via mobile devices and adapt them to specific educational needs, personal characteristics and particular circumstances of an individual learner or a group of interconnected learners. Work-based learning is a crucial approach to promote professionals’ working and learning efficiency, which is need-targeted, personalized, just-in-time and location-based. These characteristics predict that context-aware mobile learning systems can play a role in promoting the effect of work-based learning. However, relatively few context-aware mobile learning systems are proposed for learning and competence development in work contexts. This dissertation proposes the design, implementation and evaluation of a context-aware mobile system for work-based learning, named WoBaLearn. More specifically, in the dissertation, we worked on: (1) the learning theories related to work-based context-aware mobile learning; (2) the approaches for designing a work-based context-aware mobile learning system; and (3) the technologies and methodologies for implementing and testing the designed system. The main contributions of this thesis are: 1) Proposal of an ontology-based hierarchical context model for work-based learning We defined an initial context model for describing contextual information in work-based mobile learning, named WbML. This model adopts a hierarchical designing approach which classifies con-text into a common layer and a domain layer. This approach improves the reusability of this context model. Also, the WbML context model is built based on ontology for describing context semantically. 2) Design of a set of adaptation strategies for work-based learning and an adaptation engine to execute these strategies We proposed a set of adaptation strategies concerning learning units selection, learning units sequence, learning units navigation, learning partners communication, and learning activities generation. These strategies adapt learning supports depending on professionals’ just-in-time learning con-text. We proposed also an adaptation engine which executes these proposed strategies to implement learning adaptations. 3) Construction of the WoBaLearn architecture Combined with the conceptual design bases about the context model, learning contents, adaptation strategies and adaptation engine, we proposed the system architecture of WoBaLearn which enables the WoBaLearn system to achieve the adaptive learning services. 4) Implementation of WoBaLearn We implemented the proposed system with modern technologies, and set a user study to evaluate it. Evaluation results provided us with the evidence that this system can offer professionals a satisfactory learning experience and facilitate their work activities.

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Τα τελευταία χρόνια η ανάπτυξη της τεχνολογίας καθιέρωσε όρους όπως εξ αποστάσεως εκπαίδευση και ηλεκτρονική μάθηση συμπληρώνοντας την συμβατική εκπαίδευση με μια μορφή επικοινωνίας. Έτσι η νέα αυτή μορφή εκπαίδευσης προσαρμόζεται σε προγράμματα της πρωτοβάθμιας, δευτεροβάθμιας και τριτοβάθμιας εκπαίδευσης. Η εισαγωγή των Τ.Π.Ε στην εκπαίδευση και κατ επέκταση στην πρωτοβάθμια εκπαίδευση λειτούργησε ως εργαλείο μάθησης, ως εποπτικό μέσο διδασκαλίας, ως γνωστικό και διερευνητικό εργαλείο αλλά και ως εργαλείο επικοινωνίας και αναζήτησης πληροφοριών. Στην παρούσα διπλωματική εργασία θα δημιουργηθεί, θα χρησιμοποιηθεί και θα παρουσιαστεί μια πλατφόρμα ηλεκτρονικής μάθησης για τις ανάγκες του μαθήματος πληροφορικός γραμματισμός -Τεχνολογίες της Πληροφορίας και των Επικοινωνιών <Τ.Π.Ε> στην πρωτοβάθμια εκπαίδευση. Στα πλαίσια της διπλωματικής θα γίνει συγκριτική μελέτη των διαθέσιμων πλατφορμών ηλεκτρονικής μάθησης όπου μια από τις οποίες θα επιλεγεί για την υλοποίηση του μαθήματος. Στη συνέχεια θα υλοποιηθεί μία σειρά θεωρητικών μαθημάτων, test αξιολόγησης, σετ ασκήσεων καθώς και θα δημιουργηθεί ένα εικονογραφημένο λεξικό με όρους πληροφορικής για την καλύτερη διεξαγωγή του μαθήματος μέσω της πλατφόρμας αλλά και ένα πλαίσιο με συμβολές χρήσης διαδικτύου ώστε οι μαθητές να είναι πάντα ενήμεροι για το τι πρέπει να αποφεύγουν στο διαδίκτυο. Το τελικό προϊόν θα αποτελεί ένα εργαλείο στα χέρια του εκπαιδευτικού μιας και θα τον βοηθάει στη διαδικασία της εκπαίδευσης του μαθήματος Τ.Π.Ε. και στην προσαρμογή του ανάλογα με τις ανάγκες του. Αλλά και για τους μαθητές θα αποτελεί μία νέα εμπειρία μιας και θα δίνει νέα διάσταση στον παραδοσιακό τρόπο μάθησης. Οι μαθητές θα μπορούν μέσα από τεστ να μαθαίνουν να απασχολούνται δημιουργικά και να αξιολογούν την πρόοδό τους. Έτσι το μάθημα θα πάρει έναν διαδραστικό χαρακτήρα και θα γίνει πιο ελκυστικό για αυτούς. Η συνεχής ανάπτυξη των τεχνολογιών επιδρά και στον τομέα της εκπαίδευσης με την εισαγωγή νέων μεθόδων όπως η κινητή μάθηση μέσω της οποίας οι μαθητές θα έχουν πρόσβαση σε πολλές πηγές μάθησης, όπου κι αν βρίσκονται, οποιαδήποτε στιγμή. Έτσι η εκπαιδευτικής μας πλατφόρμα θα μεταφερθεί και για συσκευές mobile ώστε οι μαθητές να έχουν πρόσβαση στο εκπαιδευτικό υλικό ανά πάσα στιγμή. Τέλος, η πλατφόρμα θα δοκιμαστεί από εκπαιδευτικούς και από μαθητές για να παρατεθούν αποτελέσματα και στατιστικές για την αξιολόγηση και βελτιστοποίηση του τελικού προϊόντος. Καθώς και θα παρουσιαστεί μια πολύ πρόσφατη τεχνολογία τα MOOCs, που στηρίζονται στη φιλοσοφία της ανοικτής μάθησης με βασική αρχή λειτουργίας τους τη συνεχή αναζήτησης πηγών από το περιβάλλον και την προσαρμογή τους στις πηγές ανατροφοδότησης από αυτό. / Recently, the development of technology has introduced terms such as distance education and computer literacy, thus complementing traditional learning with a form of communication. Hence, this new type of training is adapted to the curricula of primary and secondary schools as well as universities. The implementation of Technology of Information and Communication (Τ.I.C) in education and primary learning , in particular, worked as a learning tool, as a visual means of instruction, as a cognitive and exploratory tool, as well as a means to both communicate and to look for information. In this thesis a platform of electronic learning will be created, used and presented for the needs of the subject of T.I.C in primary education. Throughout the thesis a comparison will be made between the existing platforms of electronic learning whereas one will be selected in order to conduct the lesson. Furthermore, a series of theoretical lessons will take place, evaluation tests, a set of tasks and a picture dictionary will be created with computer terms in order for the lesson to be conducted in the best possible way by using the platform. Moreover, a context will also exist with advice on the use of the Internet in order for the students to always be informed as to what to avoid on the Internet. The final product will consist a tool in the hands of the instructor since it will assist him/her in the process of teaching the T.I.C subject and in the adaptation of it according to the needs. This will also be a new experience for the students since it will provide a new dimension to the traditional way of learning. The students through tests will be able to be creatively occupied and to evaluate their progress. Thus, the lesson will become interactive and more appealing to them. The ongoing progress of technology affects the field of education with the introduction of new methods such as mobile learning through which students will have access to many sources of learning wherever and whenever they wish. This way our educational platform can be applied to mobile devices so that the students can have access to the educational material at any moment. Finally, the platform will be tested by both educators as well as students so as to reach results and statistics concerning the evaluation and improvement of the final product. A really recent technology, that of MOOCs, will also be presented which is based on the concept of open learning. The basic principle of its function is the ongoing search of resources from the environment and their adaptation to the sources of feedback from it.

Technology continues to progress due to the enormous growth of wireless technologies and mobile computing. Mobile devices such as handheld computers, smartphones and mobile phones are integrated into the daily lives of many people irrespective of their age, nationality or gender. These devices are embedded with computer functionalities and their ease of use and mobility functionality enable the people to use and move around with the mobile devices everywhere they go; the sophistication of these devices fascinates many learners thus they are fluent in using digital technology. The aim of this thesis is to describe how these devices are being utilised for learning purposes using the qualitative data collection method, to use the FRAME model to evaluate the usefulness of mobile digital technology and to also understand the educator’s role in the mobile age. This thesis explores the relationship between education (what is being taught), society (individual learners and their learning preferences) and technology (mobile tools used for learning), conceptualising the learner’s perspective. The research findings indicate that learners in the case study are enthusiastic about mobile educational technology, fluent in using digital technology and they prefer pen and paper for taking notes. The outcomes of this study suggest that although mobile technology has the potential to enhance teaching and learning, educators need to put more emphasis on providing technology-rich learning activities to empower high level of student involvement and take into consideration the learner’s learning preferences towards learning using mobile technology. / College of Engineering, Science and Technology / M.Tech. (Information Technology)

Les réseaux traitant l’information, intègrent différentes technologies incluant une large gamme de dispositifs aux capacités et puissances très variées et capables de gérer une immense quantité d’informations sous forme de données d’une grande diversité de formats. La recherche sur l'imagerie 3D, la réalité virtuelle et autres techniques holographiques permettront d’offrir de nouvelles techniques d’interactions homme/machine (IHM), notamment pour les appareils mobiles. Cela enrichira encore la variété et la diversité de ces dispositifs. Beaucoup d'efforts ont été faits, notamment ces dernières années, afin d’établir une intégration ouverte, évolutive et transparente des différentes technologies permettant l’affichage de contenus, notamment d’images 2D et 3D et ce pour tout type de système, y compris mobile en tenant compte, notamment et de plus en plus, de la situation géographique individuelle de l'utilisateur final. Sur ces différents points, la tâche est loin d’être terminée. Cette thèse représente, dans ce contexte, une contribution, vers la généralisation de la transportabilité des informations pour des objets communicants de natures différentes, notamment portables, particulièrement dans le cas de l’imagerie en 3 dimensions, de plus en plus exploitée.L'objectif de ce travail de recherche est de trouver un moyen de résoudre le problème énoncé ci-dessus en proposant une architecture pour fournir un accès sans contrainte, continu et personnalisé pour le contenu et les applications interactives partout et à tout moment avec la plus grande quantité possible d’appareils communicants. Un exemple d’exploitation utile et particulièrement adaptée d'un tel système est l'apprentissage sur mobile en raison de la grande diversité des appareils communicants disponibles, dotés de caractéristiques et de fonctionnalités très différentes. Comme solution au problème considéré, une nouvelle architecture nommée "Smoothie" est proposée, un prototype a été développé et évalué en tant que composant important d'un jeu d'apprentissage collaboratif de langues étrangères nommé LLG (Language Learning Game). / Today’s network landscape consists of many different network technologies, a wide range of end-devices with large scale of capabilities and power, an immense quantity of information and data represented in different formats. Research on 3D imaging, virtual reality and holographic techniques will result in new user interfaces (UI) for mobile devices and will increase their diversity and variety. A lot of effort is being made in order to establish open, scalable and seamless integration of various technologies and content presentation for different devices including those that are mobile, considering the individual situation of the end user. Till today the research is going on in different parts of the world but the task is not completed yet.The goal of this research work was to find a way to solve the above stated problems by investigating system architectures to provide unconstrained, continuous and personalized access to the content and interactive applications everywhere and at anytime with different devices. As a Solution of the problem considered, a new architecture named “Smoothie” is proposed, developed as prototype and evaluated as an important feature of a collaborative foreign language learning game named LLG.

This thesis focuses on the adaptation of formal education to people’s technology- use patterns, their technology-in-practice, where the ubiquitous use of mobile technologies is central. The research question is: How can language learning practices occuring in informal learning environments be effectively integrated with formal education through the use of mobile technology? The study investigates the technical, pedagogical, social and cultural challenges involved in a design science approach. The thesis consists of four studies. The first study systematises MALL (mobile-assisted language learning) research. The second investigates Swedish and Chinese students’ attitudes towards the use of mobile technology in education. The third examines students’ use of technology in an online language course, with a specific focus on their learning practices in informal learning contexts and their understanding of how this use guides their learning. Based on the findings, a specifically designed MALL application was built and used in two courses. Study four analyses the app use in terms of students’ perceived level of self-regulation and structuration. The studies show that technology itself plays a very important role in reshaping peoples’ attitudes and that new learning methods are coconstructed in a sociotechnical system. Technology’s influence on student practices is equally strong across borders. Students’ established technologies-in-practice guide the ways they approach learning. Hence, designing effective online distance education involves three interrelated elements: technology, information, and social arrangements. This thesis contributes to mobile learning research by offering empirically and theoretically grounded insights that shift the focus from technology design to design of information systems.

Submitted by Nadir Basilio (nadirsb@uninove.br) on 2016-05-05T17:57:53Z No. of bitstreams: 1 Dalva Celia Guazzelli.pdf: 920106 bytes, checksum: 0c53e051d2b6822baae469a4761a7e7c (MD5) / Made available in DSpace on 2016-05-05T17:57:54Z (GMT). No. of bitstreams: 1 Dalva Celia Guazzelli.pdf: 920106 bytes, checksum: 0c53e051d2b6822baae469a4761a7e7c (MD5) Previous issue date: 2015-12-17 / This research has as its object of study pedagogical innovations with the use of mobile devices, particularly the smartphones. In this direction, has by general objective to analyze the pedagogical innovations using smartphone, based in the eyes of the technical education students. And the specific objectives are: i. analyze whether, in the view of the students, there are, innovative possibilities of learning with mobile devices in pedagogical practices, especially with the smartphone; ii. identify what the students think about the knowledge that students and teachers have about the use of mobile devices as a pedagogical tool; iii. raise whether there are pedagogical experiences lived in the school context of technical education, with the use of mobile devices. Contributions from authors from the field of studies of the technologies and innovations in the education (LÉVY, 2014; GOMEZ, 2004, 2013, 2015; CARLINI & LEITE, 2009; LIBÂNEO, 2012; MERIJE, 2012; CARBONELL, 2002; SANTAELLA, 2013; SACCOL, 2010) and of training and pedagogical practices of teachers (ENGUITA, 1989; FREIRE, 1997, 2000, 2013; GIMENO SACRISTÁN, 1995; NÓVOA, 1995; TARDIF, 2002), compose the theoretical references. Based on the qualitative methodology, the focus group technique (GATTI, 2012) was used to data collect of this study with two students groups of the 1st module of informatics course of a public technical school of the São Paulo’s city. For the treatment of the data was performed content analysis (FRANCO, 2008) of the transcripts of the meeting conducted with each one of the groups and from the questionnaire answers filled individually by students. The results of this study are: i. the verification of the favorable innovative pedagogical possibilities with the use of smartphones, yet with challenges and attention points for the use of these in a pedagogical way, taking into view the discussion of regulation and reliance on mobile technology; ii. the training of the school community about the use of smartphones as innovative pedagogical possibility; iii. the experiences presented by research and by students as favorable to the adoption of possible policies of inclusion of smartphone as a tool to support pedagogical practices. It was concluded, therefore, based on the look of the students that there are possibilities to create pedagogical innovations with the use of smartphones in learning institutions, considering the guidelines that can be built collectively and in a participatory manner by the own educational community in the context of the elaboration process of its Political-Pedagogical Project. / Esta investigación tiene por el objecto de estudio innovaciones pedagógicas con el uso de los dispositivos móviles, particularmente, los smartphones. En esa dirección, tiene por objectivo general analizar las innovaciones pedagógicas con el uso del smartphone, basado en la mirada de los estudiantes de la educación técnica. Los objetivos específicos son: i. analizar si, en la visión de los estudiantes, hay en las prácticas pedagógicas posibilidades innovadoras de aprendizaje con los dispositivos móviles, en especial con el smartphone; ii. identificar que piensan los estudiantes sobre el conocimiento que alumnos y profesores tienen acerca de la utilización de dispositivos móviles como una herramienta pedagógica; iii. levantar si hay experiencias pedagógicas vividas en el contexto escolar de la educación técnica con el uso de dispositivos móviles. Contribuciones de los autores en el campo de la tecnología de estudio y las innovaciones en la educación (LEVY, 2014; GOMEZ, 2004, 2013, 2015; CARLINI & LEITE, 2009; LIBÂNEO, 2012; MERIJE, 2012; CARBONELL, 2002; SANTAELLA, 2013; SACCOL, 2010) y de la formación y prácticas pedagógicas de los profesores (ENGUITA, 1989; FREIRE, 1997, 2000, 2013; GIMENO SACRISTÁN, 1995; NOVOA, 1995; TARDIF, 2002), constituyen el referencial teórico. Con base en la metodología cualitativa se utilizó para el levantamiento de datos de esta investigación la técnica de grupo focal (GATTI, 2012) con dos grupos de estudiantes del primer módulo del curso de informática de una escuela técnica estadual de la ciudad de São Paulo. Para el tratamiento de los datos se utilizó el análisis del contenido (FRANCO, 2008) de las transcripciones del encuentro realizado con cada uno de los grupos y de las respuestas de los cuestionarios insertados individualmente por los estudiantes. Los resultados de este estudio son: i. la constatación de posibilidades pedagógicas innovadoras favorables con la utilización de los smartphones, aunque con desafíos y puntos de atención para el uso de éstos de manera pedagógica, con vistas a la discusión de la regulación y la dependencia de la tecnología móvil; ii. La formación de la comunidad escolar sobre el uso de los smartphones como posibilidad pedagógica innovadora; iii. Las experiencias presentadas por la investigación y por los estudiantes como favorables a la adopción de políticas de inclusión potenciales del smartphone como herramienta de apoyo a las prácticas pedagógicas. Se concluye, por lo tanto, con base en la visión del estudiante que hay posibilidades de crear innovaciones pedagógicas con el uso de los smartphones en las instituciones escolares, teniendo en vista las directrices que puedan ser construidas colectivamente y de manera participativa por su propia comunidad escolar en el contexto del proceso de elaboración de su Proyecto Político-Pedagógico. / Esta pesquisa tem por objeto de estudo inovações pedagógicas com o uso dos dispositivos móveis, particularmente, os smartphones. Nessa direção, tem por objetivo geral analisar as inovações pedagógicas com o uso de smartphone, com base no olhar do estudante do ensino técnico. E os objetivos específicos são: i. analisar se, na visão dos discentes, existem nas práticas pedagógicas possibilidades inovadoras de aprendizado com os dispositivos móveis, especialmente com o smartphone; ii. identificar o que os discentes pensam sobre o conhecimento que alunos e professores têm sobre o uso dos dispositivos móveis como ferramenta pedagógica; iii. levantar se existem experiências pedagógicas vivenciadas no contexto escolar do ensino técnico, com o uso dos dispositivos móveis. Contribuições de autores do campo de estudos das tecnologias e inovações na educação (LÉVY, 2014; GOMEZ, 2004, 2013, 2015; CARLINI & LEITE, 2009; LIBÂNEO, 2012; MERIJE, 2012; CARBONELL, 2002; SANTAELLA, 2013; SACCOL, 2010) e da formação e prática pedagógica dos professores (ENGUITA, 1989; FREIRE, 1997, 2000, 2013; GIMENO SACRISTÁN, 1995; NÓVOA, 1995; TARDIF, 2002), compõem o referencial teórico. Fundamentada na metodologia qualitativa, utilizou-se para a coleta de dados desta pesquisa a técnica de grupo focal (GATTI, 2012) com dois grupos de estudantes do 1.º módulo do curso de informática de uma escola técnica estadual da cidade de São Paulo. Para o tratamento dos dados foi realizada a análise de conteúdo (FRANCO, 2008) das transcrições do encontro realizado com cada um dos grupos e das respostas do questionário preenchido individualmente pelos discentes. São resultados deste estudo: i. a constatação de possibilidades pedagógicas inovadoras favoráveis com o uso dos smartphones, ainda que com desafios e pontos de atenção para o uso destes de forma pedagógica, tendo em vista a discussão da regulamentação e da dependência da tecnologia móvel; ii. A formação da comunidade escolar sobre o uso dos smartphones como possibilidade pedagógica inovadora; iii. As experiências apresentadas pela pesquisa e pelos estudantes como favoráveis à adoção de possíveis políticas de inclusão do smartphone como ferramenta de apoio às práticas pedagógicas. Conclui-se, portanto, com base no olhar discente, que existem possibilidades de criar inovações pedagógicas com o uso de smartphones nas instituições escolares, tendo em vista diretrizes que possam ser construídas coletivamente e de forma participativa pela própria comunidade escolar no contexto do processo de elaboração de seu Projeto Político-Pedagógico.