this book constitutes the proceedings of the 10thinternationalconference on Artificial Intelligence and Mobile Services, AIMS 2021, held as a virtual conference as part of SCF 2021, during December 10-14, 2021.
ISBN:
(数字)9783030960339
ISBN:
(纸本)9783030960322
this book constitutes the proceedings of the 10thinternationalconference on Artificial Intelligence and Mobile Services, AIMS 2021, held as a virtual conference as part of SCF 2021, during December 10-14, 2021.
Online content propagation gives rise to tremendous data explosion and requires efficient management for a large amount of network resources, after next generation network service predomination. Especially in the age ...
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ISBN:
(纸本)9781479909599
Online content propagation gives rise to tremendous data explosion and requires efficient management for a large amount of network resources, after next generation network service predomination. Especially in the age of social network, the way of content propagation and consumption has significantly changed from requesting to sharing. Since massive users are tending to influenced by the trends in social community and mainstream media, content caching becomes an effective method for providing better quality of service for such social relationships. A key challenge is traditional caching strategies cannot meet the dynamic variation in geo-social environments. In this paper, we propose a dynamic social content caching scheme with social user mobility. We employ a combination of cooperative filtering recommendation and cache update algorithm to effectively predict and manage cache updates. Simulation results show that our caching method over performs than classical caching methods that rely on the historical popularity prediction.
In this work the logical analysis is carried out for the predetermined subject domain, that represents an object and its describing characteristics in terms of variable-valued logic, besides the set of algorithms oper...
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To solve the problem of "color matching," which is an important factor in fashion pattern design, a scheme of intelligent processing with computer is proposed. the difficulties of pattern design include: mul...
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this paper proposes a facial expression recognition system for smart learning on classroom. Firstly, YOLO is used to extract face images of multiple students from high-resolution video;secondly, face images are prepro...
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Time is considered one of the main important challenges facing us today this is due to speed development technologies and increase number of activities required to achieves from any person in specific time. therefore,...
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the use of speech for system identification is an important and relevant topic. there are several ways of doing it, but most are dependent on the language the user speaks. However, if the idea is to create an all-incl...
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Ever-growing test data volume and test power dissipation poses significant cost and security challenges in testing core-based system-on-chip (SoC). In this paper, a test pattern recombination technique is proposed to ...
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ISBN:
(纸本)9780769546001
Ever-growing test data volume and test power dissipation poses significant cost and security challenges in testing core-based system-on-chip (SoC). In this paper, a test pattern recombination technique is proposed to improve test data compression and decrease scan test power dissipation. the proposed technique first analyzes the entropy of a test set, which is used to determine the maximum compression ratio, and then divides the test set into a group of patterns that are used as scan slices for scan test based on multi-scan chains. the probability of the compatibility between the patterns in every vector is calculated, according to which the patterns of each test vector are recombined so that the patterns with high compatible probability are placed closely. Finally, for all the test vectors in a test set, a unified arrangement order for their patterns is determined based on the goal that the test set can be compressed and the scan test power dissipation can be decreased to advantage. the proposed scheme is applied to ISCAS89 test benchmarks and their MinTest test sets are used. the experimental results show that compared to the recently presented scheme, the proposed technique can effectively ensure a high data compression ratio and reduce shift power dissipation during testing.
Facial expressions are part of human non-verbal communication. Automatically discriminating between genuine and acted emotion can help psychologists, judges, human-machine interface, and so on. the problems for resear...
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Machine learning has become almost commonplace in almost all industries and every aspect of human life. Beyond that on-device AI has become a watershed in machine learning allowing devices to run machine learning mode...
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