Neutrosophic Concept Lattice Based Approach For Computing Human Activities From Contexts
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Neutrosophic Concept Lattice Based Approach For Computing Human Activities From Contexts
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Author : Sangeeta Mittal
language : en
Publisher: Infinite Study
Release Date :
Neutrosophic Concept Lattice Based Approach For Computing Human Activities From Contexts written by Sangeeta Mittal and has been published by Infinite Study this book supported file pdf, txt, epub, kindle and other format this book has been release on with Mathematics categories.
Complex human activity recognition suffers from ambiguity of interpretation problem. A novel neutrosophic formal concept analysis method has been proposed to quantify non-determinism leading to ambiguity of interpretation and utilize it in activity recognition. The method works by penalizing performance of non-deterministic activities and rewarding the deterministic ones. Thus, non- deterministic activities are identified during testing due to significantly reduced performance and contexts can be redesigned to improve their description. The proposed method has been implemented on benchmark dataset having both types of activities. Our approach successfully identified nondeterminism in activities description without compromising recognition performance of deterministic activities. It has also been shown that other approaches fail to identify non deterministic activities. Overall accuracy of activity recognition of our approach was comparable to other approaches.
Neutrosophic Concept Lattice Based Approach For Computing Human Activities From Contexts
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Author : Sangeeta Mittal S.
language : en
Publisher: Infinite Study
Release Date :
Neutrosophic Concept Lattice Based Approach For Computing Human Activities From Contexts written by Sangeeta Mittal S. and has been published by Infinite Study this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.
Complex human activity recognition suffers from ambiguity of interpretation problem. A novel neutrosophic formal concept analysis method has been proposed to quantify non-determinism leading to ambiguity of interpretation and utilize it in activity recognition.
Context In Computing
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Author : Patrick Brézillon
language : en
Publisher: Springer
Release Date : 2014-12-09
Context In Computing written by Patrick Brézillon and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-12-09 with Computers categories.
This volume explores how context has been and can be used in computing to model human behaviors, actions and communications as well as to manage data and knowledge. It addresses context management and exploitation of context for sharing experience across domains. The book serves as a user-centric guide for readers wishing to develop context-based applications, as well as an intellectual reference on the concept of context. It provides a broad yet deep treatment of context in computing and related areas that depend heavily on computing. The coverage is broad because of its cross-disciplinary nature but treats topics at a sufficient depth to permit a reader to implement context in his/her computational endeavors. The volume addresses how context can be integrated in software and systems and how it can be used in a computing environment. Furthermore, the use of context to represent the human dimension, individually as well as collectively is explained. Contributions also include descriptions of how context has been represented in formal as well as non-formal, structured approaches. The last section describes several human behavior representation paradigms based on the concept of context as its central representational element. The depth and breadth of this content is certain to provide useful as well as intellectually enriching information to readers of diverse backgrounds who have an interest in or are intrigued by using context to assist in their representation of the real world.
Context Interchange
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Author : M. P. Reddy
language : en
Publisher:
Release Date : 1994
Context Interchange written by M. P. Reddy and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with categories.