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Machine Learning and the Work of the User
This paper introduces the collection of the Journal on Machine Learning (ML) and the user. It provides a brief history of ML from the 1950’s through...
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Self-evolving reasoning for task-user relationships in mobile crowdsensing via the autonomic knowledge graph
A self-evolving reasoning method for task-user relationships based on the autonomic knowledge graph is proposed for the problem of existing task...
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Understanding Concepts, Methods and Tools for End-User Control of Automations in Ecosystems of Smart Objects and Services
The continuously increasing number of connected objects and sensors is opening up the possibility of introducing automations in many domains to...
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Front-end deep learning web apps development and deployment: a review
Machine learning and deep learning models are commonly developed using programming languages such as Python, C++, or R and deployed as web apps...
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A comparison of natural user interface and graphical user interface for narrative in HMD-based augmented reality
Over the years, the various mediums available for storytelling have progressively expanded, from spoken to written word, then to film, and now to...
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Evolutionary Ontology Matching Technique with User Involvement
Ontology matching is able to identify the entity correspondences between two heterogeneous ontologies, which is an effective method to solve the data...
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User-Defined Hand Gesture Interface to Improve User Experience of Learning American Sign Language
Sign language can make possible effective communication between hearing and deaf-mute people. Despite years of extensive pedagogical research,...
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VRCAT: VR collision alarming technique for user safety
The rapid advancement of virtual reality (VR) head-mounted displays (HMDs) has made it possible to experience immersive VR at home. However, such...
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User-centered AI-based voice-assistants for safe mobility of older people in urban context
Voice-assistants are becoming increasingly popular and can be deployed to offers a low-cost tool that can support and potentially reduce falls,...
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An improved item-based collaborative filtering using a modified Bhattacharyya coefficient and user–user similarity as weight
Item-based filtering technique is a collaborative filtering algorithm for recommendations. Correlation-based similarity measures such as cosine...
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FTLTM: Fine Tuned Linear Threshold Model for gauging of influential user in complex networks for information diffusion
In recent days mobile network platforms enables communication among a wide range of people especially, sharing multimedia contents such as text,...
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An initial user model design for adaptive interface development in learning management system based on cognitive load
The cognitive aspect is crucial in develo** interactive and adaptive systems, including learning management systems (LMS). By understanding human...
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Enhancing statistical chart accessibility for people with low vision: insights from a user test
A remote user test was performed with two versions (one accessible and one non-accessible) of three types of web-based charts (horizontal bar chart,...
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Using Design-Based Research for a Technological Intervention to Promote Parental Involvement in Kindergarten
Parental involvement in preschool education is widely recognized as an important factor in skills development, school outcomes and lifelong success,...
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Usability of Montessori tangible user interfaces to support learners’ retention skills in preschools
Introducing tangible user interfaces in the educational context is gaining attention in the Human–Computer Interaction research community. Numerous...
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Improving the understanding of web user behaviors through machine learning analysis of eye-tracking data
Eye-tracking techniques are widely used to analyze user behavior. While eye-trackers collect valuable quantitative data, the results are often...
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A user-guided personalization methodology to facilitate new smart home occupancy
Smart homes are becoming increasingly popular in providing people with the services they desire. Activity recognition is a fundamental task to...
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A comprehensive review of mobile user interfaces in mHealth applications for elderly and the related ageing barriers
The adoption of mobile health technology can assist in enhancing the quality of life of elderly people. Over the last few years, though mHealth...
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Designing augmented reality for future commercial aviation: a user-requirement analysis with commercial aviation pilots
Augmented reality (AR) capable head-mounted displays (HMDs) have been proposed as technological enablers of several complex future flight concepts,...
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Data Driven Agents for User Experience Testing
Testing User eXperience (UX) during the development of complex systems, such as games, often requires costly and time-consuming human involvement. To...