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Periodical

Testing Educational Digital Games: Diversifying usability studies utilizing rapid application development.

Subjects: *Rapid application development (Computer software development); *Technological innovations; Educational computer games

  • Source: Communications of the ACM. Sep2021, Vol. 64 Issue 9, p38-41. 4p. 1 Color Photograph.

  • Abstract: The article discusses the development and effectiveness of educational digital games and mobile apps. It examines educational outcomes of the games, ...

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Academic Journal

A Systematic Literature Review on Federated Machine Learning: From a Software Engineering Perspective.

Subjects: *Software engineers; *Software engineering; *Systems development

  • Source: ACM Computing Surveys. Sep2021, Vol. 54 Issue 5, p1-39. 39p. 1 Color Photograph, 3 Diagrams, 19 Charts, 5 Graphs.

  • Abstract: Federated learning is an emerging machine learning paradigm where clients train models locally and formulate a global ...

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Academic Journal

Hierarchical Reinforcement Learning: A Comprehensive Survey.

Subjects: Reinforcement learning; Learning; Taxonomy

  • Source: ACM Computing Surveys. Sep2021, Vol. 54 Issue 5, p1-35. 35p. 3 Diagrams, 4 Charts.

  • Abstract: Hierarchical Reinforcement Learning (HRL) enables autonomous decomposition of challenging long-horizon decision-making tasks into simpler subtasks. During the past years, the landscape ...

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Academic Journal

User Response Prediction in Online Advertising.

Subjects: *Internet advertising; *Internet marketing; Deep learning

  • Source: ACM Computing Surveys. May2021, Vol. 54 Issue 3, p1-43. 43p.

  • Abstract: Online advertising, as a vast market, has gained significant attention in various platforms ranging from search engines, third-party websites, social media, and mobile apps. The ...

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Academic Journal

Deep Learning for Sensor-based Human Activity Recognition: Overview, Challenges, and Opportunities.

Subjects: Human activity recognition; Learning; Deep learning

  • Source: ACM Computing Surveys. Jul2021, Vol. 54 Issue 4, p1-40. 40p.

  • Abstract: The vast proliferation of sensor devices and Internet of Things enables the applications of sensor-based activity recognition. However, there exist substantial challenges that could influence ...

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Academic Journal

Adversarial Machine Learning Attacks and Defense Methods in the Cyber Security Domain.

Subjects: *Cyberterrorism; *Malware; Internet security

  • Source: ACM Computing Surveys. Sep2021, Vol. 54 Issue 5, p1-36. 36p. 2 Diagrams, 7 Charts.

  • Abstract: In recent years, machine learning algorithms, and more specifically deep learning algorithms, have been widely used in ...

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Academic Journal

A Survey of Unsupervised Generative Models for Exploratory Data Analysis and Representation Learning.

Subjects: *Big data; *Data analysis; Deep learning

  • Source: ACM Computing Surveys. Sep2021, Vol. 54 Issue 5, p1-40. 40p. 2 Charts.

  • Abstract: For more than a century, the methods for data representation and the exploration of the intrinsic structures of data have developed remarkably and consist of ...

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Academic Journal

Assuring the Machine Learning Lifecycle: Desiderata, Methods, and Challenges.

Subjects: Machine learning; Political agenda; Acquisition of data

  • Source: ACM Computing Surveys. Sep2021, Vol. 54 Issue 5, p1-39. 39p. 1 Diagram, 8 Charts.

  • Abstract: Machine learning has evolved into an enabling technology for a wide range of highly successful applications. The potential for this success ...

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Periodical

Learning for the New Digital Age.

Subjects: *Internet; *Labor mobility; Digital technology

  • Source: Communications of the ACM. Sep2014, Vol. 57 Issue 9, p29-31. 3p. 2 Color Photographs.

  • Abstract: The author provides suggestions to help professionals keep up with accelerating changes in digital technology. Topics discussed include the developmental stages ...

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Academic Journal

Dance Interactive Learning Systems: A Study on Interaction Workflow and Teaching Approaches.

Subjects: *Workflow management; *Workflow; *Workflow management systems

  • Source: ACM Computing Surveys. Jun2019, Vol. 52 Issue 3, p1-37. 37p. 9 Color Photographs, 2 Diagrams, 5 Charts, 3 Graphs.

  • Abstract: Motion Capture and whole-body interaction technologies have been experimentally proven to contribute to the enhancement of dance learning and to the ...

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