Predicting Learning-Related Emotions from Students' Textual Classroom Feedback Via Twitter

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Publisher :
ISBN 13 :
Total Pages : 4 pages
Book Rating : 4.:/5 (16 download)

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Book Synopsis Predicting Learning-Related Emotions from Students' Textual Classroom Feedback Via Twitter by : Nabeela Altrabsheh

Download or read book Predicting Learning-Related Emotions from Students' Textual Classroom Feedback Via Twitter written by Nabeela Altrabsheh and published by . This book was released on 2015 with total page 4 pages. Available in PDF, EPUB and Kindle. Book excerpt: Teachers/lecturers typically adapt their teaching to respond to students' emotions, e.g. provide more examples when they think the students are confused. While getting a feel of the students' emotions is easier in small settings, it is much more difficult in larger groups. In these larger settings textual feedback from students could provide information about learning-related emotions that students experience. Prediction of emotions from text, however, is known to be a difficult problem due to language ambiguity. While prediction of general emotions from text has been reported in the literature, very little attention has been given to prediction of learning-related emotions. In this paper we report several experiments for predicting emotions related to learning using machine learning techniques and n-grams as features, and discuss their performance. The results indicate that some emotions can be distinguished more easily then others. [For complete proceedings, see ED560503.].

Research Anthology on Implementing Sentiment Analysis Across Multiple Disciplines

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Publisher : IGI Global
ISBN 13 : 1668463040
Total Pages : 1980 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Research Anthology on Implementing Sentiment Analysis Across Multiple Disciplines by : Management Association, Information Resources

Download or read book Research Anthology on Implementing Sentiment Analysis Across Multiple Disciplines written by Management Association, Information Resources and published by IGI Global. This book was released on 2022-06-10 with total page 1980 pages. Available in PDF, EPUB and Kindle. Book excerpt: The rise of internet and social media usage in the past couple of decades has presented a very useful tool for many different industries and fields to utilize. With much of the world’s population writing their opinions on various products and services in public online forums, industries can collect this data through various computational tools and methods. These tools and methods, however, are still being perfected in both collection and implementation. Sentiment analysis can be used for many different industries and for many different purposes, which could better business performance and even society. The Research Anthology on Implementing Sentiment Analysis Across Multiple Disciplines discusses the tools, methodologies, applications, and implementation of sentiment analysis across various disciplines and industries such as the pharmaceutical industry, government, and the tourism industry. It further presents emerging technologies and developments within the field of sentiment analysis and opinion mining. Covering topics such as electronic word of mouth (eWOM), public security, and user similarity, this major reference work is a comprehensive resource for computer scientists, IT professionals, AI scientists, business leaders and managers, marketers, advertising agencies, public administrators, government officials, university administrators, libraries, students and faculty of higher education, researchers, and academicians.

International Conference on Advanced Intelligent Systems for Sustainable Development

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Publisher : Springer Nature
ISBN 13 : 3031263847
Total Pages : 995 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis International Conference on Advanced Intelligent Systems for Sustainable Development by : Janusz Kacprzyk

Download or read book International Conference on Advanced Intelligent Systems for Sustainable Development written by Janusz Kacprzyk and published by Springer Nature. This book was released on 2023-06-09 with total page 995 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes the potential contributions of emerging technologies in different fields as well as the opportunities and challenges related to the integration of these technologies in the socio-economic sector. In this book, many latest technologies are addressed, particularly in the fields of computer science and engineering. The expected scientific papers covered state-of-the-art technologies, theoretical concepts, standards, product implementation, ongoing research projects, and innovative applications of Sustainable Development. This new technology highlights, the guiding principle of innovation for harnessing frontier technologies and taking full profit from the current technological revolution to reduce gaps that hold back truly inclusive and sustainable development. The fundamental and specific topics are Big Data Analytics, Wireless sensors, IoT, Geospatial technology, Engineering and Mechanization, Modeling Tools, Risk analytics, and preventive systems.

Intelligent and Fuzzy Techniques: Smart and Innovative Solutions

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Publisher : Springer Nature
ISBN 13 : 3030511561
Total Pages : 1701 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Intelligent and Fuzzy Techniques: Smart and Innovative Solutions by : Cengiz Kahraman

Download or read book Intelligent and Fuzzy Techniques: Smart and Innovative Solutions written by Cengiz Kahraman and published by Springer Nature. This book was released on 2020-07-10 with total page 1701 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers the most recent developments in fuzzy & intelligence systems and real complex systems presented at INFUS 2020, held in Istanbul on July 21–23, 2020. The INFUS conferences are a well-established international research forum to advance the foundations and applications of intelligent and fuzzy systems, computational intelligence, and soft computing, highlighting studies on fuzzy & intelligence systems and real complex systems at universities and international research institutions. Covering a range of topics, including the theory and applications of fuzzy set extensions such as intuitionistic fuzzy sets, hesitant fuzzy sets, spherical fuzzy sets, and fuzzy decision-making; machine learning; risk assessment; heuristics; and clustering, the book is a valuable resource for academics, M.Sc. and Ph.D. students, as well as managers and engineers in industry and the service sectors.

Pedagogy, Didactics and Educational Technologies

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Publisher : Springer Nature
ISBN 13 : 9811951373
Total Pages : 190 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Pedagogy, Didactics and Educational Technologies by : Khalid Berrada

Download or read book Pedagogy, Didactics and Educational Technologies written by Khalid Berrada and published by Springer Nature. This book was released on 2022-09-03 with total page 190 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents an overview on ten years of rich experience and innovative development of scientific research around pedagogy, didactics and educative technologies at Cadi Ayyad University. From active learning in traditional teaching to technology enhanced learning, many efforts have been done so far by both researchers and PhD students making from Science Education an essential pillar that should bring innovative solutions and improve quality in teaching and learning in classes. 13 different topics have been selected and converted to chapters summarizing a decennia of active and open research works at the university. The selected chapters are a compilation of initiatives of research that Cadi Ayyad University team’s are developing and experimenting among students. This compilation is unique in the field and country, so that it provides a innovative view on how some key topics are addressed in Higher Education.

Innovations in Smart Cities and Applications

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Publisher : Springer
ISBN 13 : 331974500X
Total Pages : 1073 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis Innovations in Smart Cities and Applications by : Mohamed Ben Ahmed

Download or read book Innovations in Smart Cities and Applications written by Mohamed Ben Ahmed and published by Springer. This book was released on 2018-03-21 with total page 1073 pages. Available in PDF, EPUB and Kindle. Book excerpt: This proceedings book showcases the latest research work presented at the Second Edition of the Mediterranean Symposium on Smart City Application (SCAMS 2017), which was held in Tangier, Morocco on October 15–27, 2017. It presents original research results, new ideas and practical development experiences that concentrate on both theory and practice. It includes papers from all areas of Smart City Applications, e.g. Smart Mobility, Big Data, Smart Grids, Smart Homes and Buildings, clouds, crowds, mashups, social networks, and security issues. The conference stimulated cutting-edge research discussions among pioneering researchers, scientists, industrial engineers, and students from all around the world. The topics covered in this book also focus on innovative issues at the international level by bringing together experts from different countries. The scope of SCAMS 2017 included methods and practices that combine various emerging internetworking and data technologies to capture, integrate, analyze, mine, annotate, and visualize data in a meaningful and collaborative manner. A series of international workshops were organized as invited sessions during the SCAMS 2017:The 2nd International Workshop on Smart Learning & Innovative EducationsThe 1st International Workshop on Smart HealthcareThe 1st International Workshop on Mathematics for Smart CityThe 1st International Workshop Industry 4.0 and Smart Manufacturing

Trends in Artificial Intelligence and Computer Engineering

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Publisher : Springer Nature
ISBN 13 : 3031259424
Total Pages : 733 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis Trends in Artificial Intelligence and Computer Engineering by : Miguel Botto-Tobar

Download or read book Trends in Artificial Intelligence and Computer Engineering written by Miguel Botto-Tobar and published by Springer Nature. This book was released on 2023-02-13 with total page 733 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 4th International Conference on Advances in Emerging Trends and Technologies (ICAETT 2022), held in Riobamba, Ecuador, on 26–28 October 2022, proudly organized by Facultad de Informática y Electrónica (FIE) at Escuela Superior Politécnica de Chimborazo and supported by GDEON. ICAETT 2022 brings together top researchers and practitioners working in different domains of computer science to share their expertise and to discuss future developments and potential collaborations. Presenting high-quality, peer-reviewed papers, the book discusses the following topics: ● Artificial intelligence ● Communications ● e-Learning ● AT for engineering applications ● Security ● Technology trends

Predicting the Emotional Intensity of Tweets

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ISBN 13 :
Total Pages : 86 pages
Book Rating : 4.:/5 (111 download)

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Book Synopsis Predicting the Emotional Intensity of Tweets by : Intisar M. Alhamdan

Download or read book Predicting the Emotional Intensity of Tweets written by Intisar M. Alhamdan and published by . This book was released on 2019 with total page 86 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Automated interpretation of human emotion has become increasingly important as human-computer interactions become ubiquitous. Affective computing is a field of computer science concerned with recognizing, analyzing and interpreting human emotions in a range of media, including audio, video, and text. Social media, in particular, are rich in expressions of people's moods, opinions, and sentiments. This thesis focuses on predicting the emotional intensity expressed on the social network Twitter. In this study, we use lexical features, sentiment and emotion lexicons to extract features from tweets, messages of 280 characters or less shared on Twitter. We also use a form of transfer learning – word and sentence embeddings extracted from neural networks trained on large corpora. The estimation of emotional intensity is a regression task and we use linear and tree-based models for this task. We compare the results of these individual models as well as making a final ensemble model that predicts the emotional intensity of tweets by combining the output of the individual models. We also use lexical features and word embeddings to train a recently introduced model designed to handle data with sparse or rare features. This model combines LASSO regularization with grouped features. Finally, an error analysis is conducted and areas that need to be improved are emphasized."--Abstract.

Proceedings of the International Health Informatics Conference

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Publisher : Springer Nature
ISBN 13 : 9811990905
Total Pages : 414 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Proceedings of the International Health Informatics Conference by : Sarika Jain

Download or read book Proceedings of the International Health Informatics Conference written by Sarika Jain and published by Springer Nature. This book was released on 2023-05-18 with total page 414 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book will constitute the proceedings of the International Health Informatics Conference (IHIC 2022). This volume focus on artificial intelligence, machine learning, and deep learning approach with their automated intelligent cognitive knowledge as an assisting tool to the existing healthcare tools. The topics covered in this volume are data mining, patient electronic health records, healthcare portals, telemedicine, automatic identification and data collector systems, RFID and localization techniques, usability and ubiquity in e-Health, artificial intelligence for healthcare decision-making, etc. This volume will prove a valuable resource for those in academia and industry.

Proceedings of the Future Technologies Conference (FTC) 2023, Volume 3

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Publisher : Springer Nature
ISBN 13 : 3031474570
Total Pages : 648 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Proceedings of the Future Technologies Conference (FTC) 2023, Volume 3 by : Kohei Arai

Download or read book Proceedings of the Future Technologies Conference (FTC) 2023, Volume 3 written by Kohei Arai and published by Springer Nature. This book was released on 2023-11-08 with total page 648 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a collection of thoroughly well-researched studies presented at the Eighth Future Technologies Conference. This annual conference aims to seek submissions from the wide arena of studies like Computing, Communication, Machine Vision, Artificial Intelligence, Ambient Intelligence, Security, and e-Learning. With an impressive 490 paper submissions, FTC emerged as a hybrid event of unparalleled success, where visionary minds explored groundbreaking solutions to the most pressing challenges across diverse fields. These groundbreaking findings open a window for vital conversation on information technologies in our community especially to foster future collaboration with one another. We hope that the readers find this book interesting and inspiring and render their enthusiastic support toward it.

Research Anthology on Interventions in Student Behavior and Misconduct

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Publisher : IGI Global
ISBN 13 : 1668463164
Total Pages : 866 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Research Anthology on Interventions in Student Behavior and Misconduct by : Management Association, Information Resources

Download or read book Research Anthology on Interventions in Student Behavior and Misconduct written by Management Association, Information Resources and published by IGI Global. This book was released on 2022-06-03 with total page 866 pages. Available in PDF, EPUB and Kindle. Book excerpt: Academic classrooms in both K-12 and higher education feature diverse students with many different backgrounds, personalities, and attitudes toward learning. A large challenge in education is not only catering to each of these students to motivate them to learn, but also the many strategies in handling diverse forms of academic misconduct. It is essential for educators and administrators to be knowledgeable not only about disciplinary actions, but also intervention methods that will create a lasting impact for student success. The Research Anthology on Interventions in Student Behavior and Misconduct provides the best practices, strategies, challenges, and interventions for managing student behavior and misconduct. It discusses intervention and disciplinary methods both at the classroom and administrative levels. This book focuses on the prevention of school violence and academic misconduct in order to promote successful learning. Covering topics such as learning behavior, student empowerment, and social-emotional learning, this major reference work is an essential resource for school counselors, faculty and administration of both K-12 and higher education, libraries, pre-service teachers, child psychologists, student advocacy organizations, researchers, and academicians.

Smart and Sustainable Intelligent Systems

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Publisher : John Wiley & Sons
ISBN 13 : 111975058X
Total Pages : 576 pages
Book Rating : 4.1/5 (197 download)

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Book Synopsis Smart and Sustainable Intelligent Systems by : Namita Gupta

Download or read book Smart and Sustainable Intelligent Systems written by Namita Gupta and published by John Wiley & Sons. This book was released on 2021-04-13 with total page 576 pages. Available in PDF, EPUB and Kindle. Book excerpt: The world is experiencing an unprecedented period of change and growth through all the electronic and technilogical developments and everyone on the planet has been impacted. What was once ‘science fiction’, today it is a reality. This book explores the world of many of once unthinkable advancements by explaining current technologies in great detail. Each chapter focuses on a different aspect - Machine Vision, Pattern Analysis and Image Processing - Advanced Trends in Computational Intelligence and Data Analytics - Futuristic Communication Technologies - Disruptive Technologies for Future Sustainability. The chapters include the list of topics that spans all the areas of smart intelligent systems and computing such as: Data Mining with Soft Computing, Evolutionary Computing, Quantum Computing, Expert Systems, Next Generation Communication, Blockchain and Trust Management, Intelligent Biometrics, Multi-Valued Logical Systems, Cloud Computing and security etc. An extensive list of bibliographic references at the end of each chapter guides the reader to probe further into application area of interest to him/her.

Digital and Social Media Marketing

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Publisher : Springer Nature
ISBN 13 : 3030243745
Total Pages : 337 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Digital and Social Media Marketing by : Nripendra P. Rana

Download or read book Digital and Social Media Marketing written by Nripendra P. Rana and published by Springer Nature. This book was released on 2019-11-11 with total page 337 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book examines issues and implications of digital and social media marketing for emerging markets. These markets necessitate substantial adaptations of developed theories and approaches employed in the Western world. The book investigates problems specific to emerging markets, while identifying new theoretical constructs and practical applications of digital marketing. It addresses topics such as electronic word of mouth (eWOM), demographic differences in digital marketing, mobile marketing, search engine advertising, among others. A radical increase in both temporal and geographical reach is empowering consumers to exert influence on brands, products, and services. Information and Communication Technologies (ICTs) and digital media are having a significant impact on the way people communicate and fulfil their socio-economic, emotional and material needs. These technologies are also being harnessed by businesses for various purposes including distribution and selling of goods, retailing of consumer services, customer relationship management, and influencing consumer behaviour by employing digital marketing practices. This book considers this, as it examines the practice and research related to digital and social media marketing.

Trends and Applications in Information Systems and Technologies

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Publisher : Springer Nature
ISBN 13 : 3030726517
Total Pages : 623 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Trends and Applications in Information Systems and Technologies by : Álvaro Rocha

Download or read book Trends and Applications in Information Systems and Technologies written by Álvaro Rocha and published by Springer Nature. This book was released on 2021-03-28 with total page 623 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is composed of a selection of articles from The 2021 World Conference on Information Systems and Technologies (WorldCIST'21), held online between 30 and 31 of March and 1 and 2 of April 2021 at Hangra de Heroismo, Terceira Island, Azores, Portugal. WorldCIST is a global forum for researchers and practitioners to present and discuss recent results and innovations, current trends, professional experiences and challenges of modern information systems and technologies research, together with their technological development and applications. The main topics covered are: A) Information and Knowledge Management; B) Organizational Models and Information Systems; C) Software and Systems Modeling; D) Software Systems, Architectures, Applications and Tools; E) Multimedia Systems and Applications; F) Computer Networks, Mobility and Pervasive Systems; G) Intelligent and Decision Support Systems; H) Big Data Analytics and Applications; I) Human–Computer Interaction; J) Ethics, Computers & Security; K) Health Informatics; L) Information Technologies in Education; M) Information Technologies in Radiocommunications; N) Technologies for Biomedical Applications.

The Art and Science of Teaching Primary Reading

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Publisher : SAGE
ISBN 13 : 1529769248
Total Pages : 201 pages
Book Rating : 4.5/5 (297 download)

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Book Synopsis The Art and Science of Teaching Primary Reading by : Christopher Such

Download or read book The Art and Science of Teaching Primary Reading written by Christopher Such and published by SAGE. This book was released on 2021-07-07 with total page 201 pages. Available in PDF, EPUB and Kindle. Book excerpt: The essential guide to the science behind reading and its practical implications for classroom teaching in primary schools. Teaching children to read is one of the most important tasks in primary education and classroom practice needs to be underpinned by a secure foundation of knowledge. Teachers need to know what reading entails, how children learn to read and how it can be taught effectively. This book is an essential guide for primary teachers that explores the key technical and practical aspects of how children read with strong links to theory and how to translate this into the classroom. Bite-size chapters offer accessible research-informed ideas across all major key topics including phonics, comprehension, teaching children with reading difficulties and strategies for the classroom. Key features include: · Discussions of implications for the classroom · Questions for further professional discussions · Retrieval quizzes · Further reading suggestions · Glossary of key terms Christopher Such is a primary school teacher and the author of the education blog Primary Colour. He can be found on Twitter via @Suchmo83.

Sentiment Analysis

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Publisher : Cambridge University Press
ISBN 13 : 1108787282
Total Pages : 451 pages
Book Rating : 4.1/5 (87 download)

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Book Synopsis Sentiment Analysis by : Bing Liu

Download or read book Sentiment Analysis written by Bing Liu and published by Cambridge University Press. This book was released on 2020-10-15 with total page 451 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sentiment analysis is the computational study of people's opinions, sentiments, emotions, moods, and attitudes. This fascinating problem offers numerous research challenges, but promises insight useful to anyone interested in opinion analysis and social media analysis. This comprehensive introduction to the topic takes a natural-language-processing point of view to help readers understand the underlying structure of the problem and the language constructs commonly used to express opinions, sentiments, and emotions. The book covers core areas of sentiment analysis and also includes related topics such as debate analysis, intention mining, and fake-opinion detection. It will be a valuable resource for researchers and practitioners in natural language processing, computer science, management sciences, and the social sciences. In addition to traditional computational methods, this second edition includes recent deep learning methods to analyze and summarize sentiments and opinions, and also new material on emotion and mood analysis techniques, emotion-enhanced dialogues, and multimodal emotion analysis.

Teacher Emotions Matter: Nature, Antecedents, and Effects

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Publisher : Frontiers Media SA
ISBN 13 : 2889663434
Total Pages : 230 pages
Book Rating : 4.8/5 (896 download)

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Book Synopsis Teacher Emotions Matter: Nature, Antecedents, and Effects by : Junjun Chen

Download or read book Teacher Emotions Matter: Nature, Antecedents, and Effects written by Junjun Chen and published by Frontiers Media SA. This book was released on 2021-01-05 with total page 230 pages. Available in PDF, EPUB and Kindle. Book excerpt: