• Title/Summary/Keyword: social aware

Search Result 383, Processing Time 0.024 seconds

Social-Aware Collaborative Caching Based on User Preferences for D2D Content Sharing

  • Zhang, Can;Wu, Dan;Ao, Liang;Wang, Meng;Cai, Yueming
    • KSII Transactions on Internet and Information Systems (TIIS)
    • /
    • v.14 no.3
    • /
    • pp.1065-1085
    • /
    • 2020
  • With rapid growth of content demands, device-to-device (D2D) content sharing is exploited to effectively improve the service quality of users. Considering the limited storage space and various content demands of users, caching schemes are significant. However, most of them ignore the influence of the asynchronous content reuse and the selfishness of users. In this work, the user preferences are defined by exploiting the user-oriented content popularity and the current caching situation, and further, we propose the social-aware rate, which comprehensively reflects the achievable contents download rate affected by the social ties, the caching indicators, and the user preferences. Guided by this, we model the collaborative caching problem by making a trade-off between the redundancy of caching contents and the cache hit ratio, with the goal of maximizing the sum of social-aware rate over the constraint of limited storage space. Due to its intractability, it is computationally reduced to the maximization of a monotone submodular function, subject to a matroid constraint. Subsequently, two social-aware collaborative caching algorithms are designed by leveraging the standard and continuous greedy algorithms respectively, which are proved to achieve different approximation ratios in unequal polynomial-time. We present the simulation results to illustrate the performance of our schemes.

Research on a Mobile-aware Service Model in the Internet of Things

  • An, Jian;Gui, Xiao-Lin;Yang, Jian-Wei;Zhang, Wen-Dong;Jiang, Jin-Hua
    • KSII Transactions on Internet and Information Systems (TIIS)
    • /
    • v.7 no.5
    • /
    • pp.1146-1165
    • /
    • 2013
  • Collaborative awareness between persons with various smart multimedia devices is a new trend in the Internet of Things (IoT). Because of the mobility, randomness, and complexity of persons, it is difficult to achieve complete data awareness and data transmission in IoT. Therefore, research must be conducted on mobile-aware service models. In this work, we first discuss and quantify the social relationships of mobile nodes from multiple perspectives based on a summary of social characteristics. We then define various decision factors (DFs). Next, we construct a directed and weighted community by analyzing the activity patterns of mobile nodes. Finally, a mobile-aware service routing algorithm (MSRA) is proposed to determine appropriate service nodes through a trusted chain and optimal path tree. The simulation results indicate that the model has superior dynamic adaptability and service discovery efficiency compared to the existing models. The mobile-aware service model could be used to improve date acquisition techniques and the quality of mobile-aware service in the IoT.

IAR-GT: An Incentive Aware Routing based on Game Theory for Selfish Opportunistic Networks

  • Li, Li;Zhong, Xiaoxiong;Jiang, Yong
    • KSII Transactions on Internet and Information Systems (TIIS)
    • /
    • v.13 no.1
    • /
    • pp.152-171
    • /
    • 2019
  • In opportunistic networks, nodes may appear some selfishness while transmitting the message, however, most of the existing research works consider the individual selfishness or social selfishness respectively, and these two types of selfishness may coexist in opportunistic networks. In this paper, we propose an Incentive Aware Routing based on Game Theory for selfish OPPNETs, named IAR-GT, which uses Rubinstein-Stahl bargaining game model to incentivize selfish nodes cooperation in data forwarding. IAR-GT scheme not only considers the resources of nodes, but also uses a new method to calculate the social ties between them. Trace-driven simulations show that our incentive aware routing scheme achieves better performances than comparing schemes under two types of selfishness coexistence environments.

A Social Motivation-aware Mobility Model for Mobile Opportunistic Networks

  • Liu, Sen;Wang, Xiaoming;Zhang, Lichen;Li, Peng;Lin, Yaguang;Yang, Yunhui
    • KSII Transactions on Internet and Information Systems (TIIS)
    • /
    • v.10 no.8
    • /
    • pp.3568-3584
    • /
    • 2016
  • In mobile opportunistic networks (MONs), human-carried mobile devices such as PDAs and smartphones, with the capability of short range wireless communications, could form various intermittent contacts due to the mobility of humans, and then could use the contact opportunity to communicate with each other. The dynamic changes of the network topology are closely related to the human mobility patterns. In this paper, we propose a social motivation-aware mobility model for MONs, which explains the basic laws of human mobility from the psychological point of view. We analyze and model social motivations of human mobility mainly in terms of expectancy value theory and affiliation motivation. Furthermore, we introduce a new concept of geographic functional cells, which not only incorporates the influence of geographical constraints on human mobility but also simplifies the complicated configuration of simulation areas. Lastly, we validate our model by simulating three real scenarios and comparing it with reality traces and other synthetic traces. The simulation results show that our model has a better match in the performance evaluation when applying social-based forwarding protocols like BUBBULE.

An Intelligent Name-Card Exchange Technique in Context-aware Smart Phone

  • Tang, Jiamei;Kim, Sang-Wook
    • Proceedings of the Korean Information Science Society Conference
    • /
    • 2011.06a
    • /
    • pp.116-119
    • /
    • 2011
  • Mobile devices are increasingly used, and changed persons' social habits of creating new relationship. While existed systems can not satisfied the principles of user-centered, convenient and ensure privacy. This paper describes an intelligent name-card exchange technique in context-aware smart phone, which has no verbose user operation, ability of intelligent match based on context-aware information, and privacy protection.

A Design of People-Centric Distress Broadcast Scheme Using Context-Aware Technology in Pervasive Systems (Pervasive System에서 Context-Aware 기술을 이용한 People-Centric Distress Broadcast 기법 설계)

  • Dofitas Jr., Cyreneo S.;Ra, In-Ho
    • Proceedings of the Korea Contents Association Conference
    • /
    • 2013.05a
    • /
    • pp.51-52
    • /
    • 2013
  • Recent advances in WSN and the wide use of social sensing technologies have been changing our daily lives. In the process of creating intertwining connections and interconnections greatly influencing on the way we communicate with other people, WSN and social communication media have a number of important capabilities that support their utilization in distress broadcast during emergency situations. This paper proposes a system model that makes better utilization of WSN and social sensing capabilities in sending out distress messages to the intended recipients more efficiently and effectively.

  • PDF

A Novel Social Aware Reverse Relay Selection Scheme for Underlaying Multi- Hop D2D Communications

  • Liang Li;Xinjie Yang;Yuanjie Zheng;Jiazhi Yang
    • KSII Transactions on Internet and Information Systems (TIIS)
    • /
    • v.17 no.10
    • /
    • pp.2732-2749
    • /
    • 2023
  • Device-to-Device (D2D) communication has received increasing attention and been studied extensively thanks to its advantages in improving spectral efficiency and energy efficiency of cellular networks. This paper proposes a novel relay selection algorithm for multi-hop full-duplex D2D communications underlaying cellular networks. By selecting the relay of each hop in a reverse manner, the proposed algorithm reduces the heavy signaling overhead that traditional relay selection algorithms introduce. In addition, the social domain information of mobile terminals is taken into consideration and its influence on the performance of D2D communications studied, which is found significant enough not to be overlooked. Moreover, simulations show that the proposed algorithm, in absence of social relationship information, improves data throughput by around 70% and 7% and energy efficiency by 64% and 6%, compared with two benchmark algorithms, when D2D distance is 260 meters. In a more practical implementation considering social relationship information, although the proposed algorithm naturally achieves less throughput, it substantially increases the energy efficiency than the benchmarks.

Analysis of the Furniture Design Using Social Design (사회적 디자인이 적용된 가구디자인 사례 분석 연구)

  • Kang, Hyun-dae
    • Journal of the Korea Furniture Society
    • /
    • v.26 no.4
    • /
    • pp.334-345
    • /
    • 2015
  • The social design, which appeared at the end of the 19th century, is getting attention along with problems in modern society. The purpose of this paper is to analyze several cases of social furniture designs, and to present its necessity and future direction. It classifies the cases of furniture, lighting and design project regarding social design into three types. First is furniture design for social minority. Second is sustainable design, and third is social design that delivers social message. The expected effects of social design are cost-efficiency, sociality, and environment-friendliness. Also, social design requires certain direction which is first; the designer should recognize the minorities in the world. Second, the designer is obliged to accomplish social mission, and last, he or she should be aware that the design creates added values.

Attitudes toward Social Values and Economic Values of Social Enterprise Workers (사회적기업 근로자의 사회적 가치와 경제적 가치에 대한 태도)

  • Kim, Eun-Hee;Lee, Yong-Jae
    • The Journal of the Korea Contents Association
    • /
    • v.17 no.5
    • /
    • pp.602-612
    • /
    • 2017
  • The purpose of this study was to identify employees' perception of social and economic values that social enterprises pursue and to provide implications for the training of social enterprise workers. The main results are as follows. First, more than half of the social enterprise workers recognized that economic value and social value were equally important. In addition, the responsibilities of realizing corporate social values were somewhat higher than those of employees. The social value of the social enterprise should be pursued in preference to the value for the company and its members. However, efforts to set goals for the social value of social enterprises were lacking. Second, social enterprise workers generally had a high perception of economic value and recognized that the responsibility and effort of management was more important than the employees in order to realize economic value. Third, the higher the age of workers, the higher the importance of social value than economic value, emphasized the responsibility of the manager, and the less the work experience, the more important is the social value and the manager's responsibility. While commercial enterprise workers are highly aware of the importance of economic value, non-profit enterprise workers are highly aware of the importance of social value. In the future, it will be necessary to provide an educational support program that allows workers to recognize the social and economic value of social enterprises in a balanced manner. Efforts are needed to develop, monitor and monitor standardized measures for measuring the value of social enterprises.

Tour Social Network Service System Using Context Awareness (상황인식 기반의 관광 소셜 네트워크 서비스 응용)

  • Jang, Min-seok;Kim, Su-gyum;Choi, Jeong-pil;Sung, In-tae;Oh, Young-jun;Shim, Jang-sup;Lee, Kang-whan
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
    • /
    • 2014.10a
    • /
    • pp.573-576
    • /
    • 2014
  • In this paper, it provides social network service using context-aware for tourism. For this the service requires Anthropomorphic natural process. The service object need to provide the function analyzing, storing and processing user action. In this paper, it provides an algorithm to analysis with personalized context aware for users. Providing service is an algorithm providing social network, helped by 'Friend recommendation algorithm' which to make relations and 'Attraction recommendation algorithm' which to recommend somewhere significant. Especially when guide is used, server analysis history and location of users to provide optimal travel path, named 'Travel path recommendation algorithm'. Such as this tourism social network technology can provide more user friendly service. This proposed tour guide system is expected to be applied to a wider vary application services.

  • PDF