Research on the Negative Influence of Mobile Social Network : A Case Study of Facebook

Jie Sun,Hanzhi Wang 보안공학연구지원센터 2016 International Journal of Hybrid Information Techno Vol.9 No.2

Nowadays, the use of mobile social network has occupied a number of user's daily life. The production of social network makes the user's life richer, and dating is not limited by time and space at all. On the other side, as for the mobile social network, the negative influence result from many respects, including the users' reliance on the mobile social network, their satisfaction about the mobile social network, the users' credibility to the mobile social network, the risk of mobile social network safety and so on. This research investigated the users’ attitude and behavior of Facebook mobile; collected data by questionnaires, literature research and interviews; discussed the negative influence on the mobile social network; finally proposed suggestions for mobile social network. By the research, it focused on the issue of mobile social network’s negative impacts on people’s life and benefit to provide a reliable data and evidence to mobile social network, the conclusions also contribute to mobile social network study and practice in China.

Impact of Human Mobility on Social Networks

Dashun Wang,Chaoming Song 한국통신학회 2015 Journal of communications and networks Vol.17 No.2

Mobile phone carriers face challenges from three synergistic dimensions: Wireless, social, and mobile. Despite significant advances that have been made about social networks and human mobility, respectively, our knowledge about the interplay between two layers remains largely limited, partly due to the difficulty in obtaining large-scale datasets that could offer at the same time social and mobile information across a substantial population over an extended period of time. In this paper, we take advantage of a massive, longitudinal mobile phone dataset that consists of human mobility and social network information simultaneously, allowing us to explore the impact of human mobility patterns on the underlying social network. We find that human mobility plays an important role in shaping both local and global structural properties of social network. In contrast to the lack of scale in social networks and human movements, we discovered a characteristic distance in physical space between 10 and 20 km that impacts both local clustering and modular structure in social network. We also find a surprising distinction in trajectory overlap that segments social ties into two categories. Our results are of fundamental relevance to quantitative studies of human behavior, and could serve as the basis of anchoring potential theoretical models of human behavior and building and developing new applications using social and mobile technologies.

스마트폰 기반의 User Context Social Network 시스템

이충섭(Chung - Sub Lee),서용호(Yong-Ho Seo),양태규(Tae-Kyu Yang) 한국정보기술학회 2012 Proceedings of KIIT Conference Vol.2012 No.5

본 논문에서는 스마트폰 기반의 User Context를 이용한 Social Network 시스템을 개발하였다. 이 시스템은 미리 설계된 데이터베이스를 기반으로 설정해놓은 Node 값을 스마트폰에 저장을 하고 트리구조로 만들어져 있는 Social Network 서버에 저장한 Node 값으로 접속을 한 후, 자신과 같은 상황의 사용자와 사용자들끼리 Social Network로 연결이 되는 시스템이다. 대학생이라는 특정집단이 시간표 설정을 한 후, 자신과 같은 시간에 같은 과목을 듣는 사용자들끼리 연결이 되어 서로 간에 정보를 공유 할 수 있다는 점에서 기존의 Social Network시스템과는 차별성을 가지고 있다. 본 시스템은 실험을 통해 User Context Social Network 시스템의 타당성을 입증하였다 In this paper, we propose a social network system based on smartphone using a user’s context. The proposed system stores information of configured node on a pre-designed database, then connects to a social network server which forms a tree structure using the stored node information. After connecting to the server, a user can share their contents with others based on his current situation in a social network. By using this system, students set their timetable for classes, then a group of students who attend the same class at the same time can share information with each other. This is a distinct difference against the existing social network. In experiment, we evaluated the feasibility and the effectiveness of the proposed user context social network.

The Urban Space of the Motions and Emotions of Human Bodies in Mobile Networks

Heesang Lee(이희상) 대한지리학회 2006 대한지리학회지 Vol.41 No.5

기계, 도시 그리고 육체는 오랜 시간 동안 함께 진화되어 왔으며, 최근 정보 통신 기술의 발달은 도시와 육체를 새로운 형태로 변형시켜 왔다. 본 논문은, 기계, 도시 그리고 육체의 관계에 관심을 가지면서, 휴대폰 네트워크가 어떻게 도시의 물리적 공간과 육체의 심리적 공간과 관계되는지를 탐구한다. 이를 위해 본 논문은 네 개의 주요 절로 구성된다. 먼저 휴대폰 네트워크가 도시 공간과 인간 육체를 변형시키는 방식에 대한 이론적 검토를 제공한다. 둘째로, 한국에서 기술적 및 제도적 변화를 통한 휴대폰 네트워크의 형성을 설명한다. 셋째로, 일상 생활에서 휴대폰 이용자들의 활동 및 실천과 관련하여 휴대폰 네트워크의 사회-공간적 규모와 시-공간 경관을 살펴본다. 마지막으로, 휴대폰 네트워크와 연결 혹은 분리되고자 하는 휴대폰 이용자들의 감정 및 욕망과 관련하여 휴대폰 네트워크가 패러독스적인 감정 공간을 수반하는 방식에 주목한다. Machines, cities and bodies have been evolved together for a long time, and the recent development of information and communication technologies has transformed cities and bodies into new forms. Concerned with the relations between machines, cities and bodies, this paper explores how mobile networks are related with the physical space of the city and the psychological space of the body. The paper is organised into four main sections. First, it provides a theoretical review of the ways in which mobile networks transform urban spaces and human bodies. Secondly, it explains the generation of mobile networks through technological and institutional changes in Korea. Thirdly, it looks at the socio-spatial scales and time-space landscapes of mobile networks in relation to mobile users’ motions and practices in their everyday lives. Finally, it attends to the ways in which mobile networks involve the production of paradoxical emotional spaces in relation to mobile users’ emotions and desires to be dis/connected with mobile networks.

Social-aware mobile data offloading algorithm through small cell backhaul network: Direct and indirect user influence perspectives

Cheon, Hye-Rim,Kim, Jae-Hyun Elsevier Science Publishers B.V. 2019 Computer networks Vol.165 No.-

<P><B>Abstract</B></P> <P>Mobile data offloading is a promising solution to mitigate the explosive increasing traffic load in a mobile network operator (MNO)’s core network, where the MNO can deliver the mobile traffic without traversing the core network. Most of all, the social networking traffic has increased sharply due to the proliferation of online social networking services (SNSs), such as Facebook and Instagram. Thus, an effective mobile data offloading algorithm that considers the social context needs to be developed. In this paper, exploiting the social context from two perspectives, we propose the model to estimate the application selection probability considering a direct influence by each user and indirect influence by other users. Based on this, we propose the mobile data offloading algorithm considering the social context via small cell backhaul network, in order to maximize the quality of service (QoS) of a user and reduce the core network load of an MNO to the maximum. The results of the performance evaluation show that the proposed algorithm considering the social context can enhance the QoS of users and alleviate the core network load better than the other algorithm that does not exploit the social context.</P>

Performance analysis of information propagation in DTN-like scale-free mobile social network

( Zhifei Wang ),( Su Deng ),( Hongbin Huang ),( Yahui Wu ) 한국인터넷정보학회 2014 KSII Transactions on Internet and Information Syst Vol.8 No.11

Mobile social network can be seen as a specific application of the DTN (Delay Tolerant Network), in which the information propagation can be impacted by many social behaviors of the nodes. For a specific node, its social behaviors are various. For example, the node may not be interested in the information before receiving it and may also discard the information after getting it. On the other hand, people are more willing to forward the message to his friends. These interactive behaviors between nodes can be seen as social behaviors. It is easy to see that the impact of the social behaviors is related to the social ties, which can be manifested by the structure of the social network. State of the art works often simply assumes that the social networks can be divided into some communities. At present, some works find that the structure of some social networks is scale-free. To overcome this problem, this paper proposes a theoretical model to evaluate the impact of above social behaviors in the DTN-like scale-free network. Simulation shows the accuracy of the model. Numerical results show that both social behaviors and scale-free character have significant impact on information propagation. Moreover, the impact of social behaviors is related to the scale-free character of the networks.

The Dynamic Influence Graph Model on Mobile Datasets

Zhipeng Liu,Dechang Pi,Yehong Wu 보안공학연구지원센터 2015 International Journal of Database Theory and Appli Vol.8 No.5

With the rapid development of mobile technologies, more and more people are equipped with smartphones. It is possible for scientists to collect and analyze mobile data efficiently. Mobile data contain rich semantic as well as topological information. Rich information can be inferred from these data such as social influence among different nodes in mobile social network. However, it is difficult to estimate the strength of social influence due to the characteristics of inherent dynamic and large scale of mobile social network. In this paper, a Dynamic Influence Graph (DIG) model is proposed which utilizes temporal information in a topological perspective, and an efficient algorithm is proposed based on the DIG model. The proposed algorithm can calculate social influence between any two nodes in a given mobile social network stream segment, and takes edge weights, node connectivity and temporal information into consideration. Experimental results with a real mobile social network dataset show that the proposed approach can infer social influence and achieve a-state-of-the-art accuracy (82-86%) efficiently and automatically.

모바일 소셜 네트워크 서비스를 위한 사용자 컨텍스트의 확률추론 (pp.361-365)

민준기(Jun-Ki Min),장수형(Su-Hyung Jang),조성배(Sung-Bae Cho) 한국정보과학회 2010 정보과학회 컴퓨팅의 실제 논문지 Vol.16 No.3

소셜 네트워크는 관심사가 유사한 사람을 찾거나 정보를 교환하는 주요한 수단으로 최근 각광받고 있다. 특히 페이스북(Facebook)이나 싸이월드 등과 같이 인터넷상에서 제공되던 소셜 네트워크 서비스는 이제 휴대폰 영역으로 확장되고 있다. 휴대폰은 개인이 항상 소유하고 다니기 때문에 개인정보의 취득이 쉬우며, 센서 기술의 발달로 다양한 종류의 데이터를 함께 수집할 수 있다. 따라서 이를 모바일 소셜 네트워크 서비스에 활용하면 기존의 인터넷기반 소셜 네트워크 서비스와의 차별화를 이룰 수 있다. 이를 위해 본 논문에서는 확률추론 모델인 베이지안 네트워크를 이용하여 사용자와 주변 사람들간의 친밀도나 관계 등의 모바일 소셜 컨텍스트를 추출하는 방법을 제안한다. 이는 모바일 소셜 네트워크 서비스에 중요한 정보로 활용 가능하며, 본 논문에서는 실제 수집한 데이터를 기반으로 그 가능성을 검증하였다. In recent years, social networks come into the spotlight as the important ways to find people or share information. Especially, existing social network services based on the Internet, such as Facebook.com and Cyworld.com, are now extended into the mobile environment. A mobile phone easily collects the personal information since it is carried by the user at all times, and various types of data can be gathered together with the advance of sensor technologies. These features differentiate the mobile social network services from the previous Internet-based services. In this paper, we estimate the user’s mobile social contexts like closeness and relationship between the user and surrounding people using Bayesian networks. The mobile social contexts can be employed as important information for providing mobile social network services, and experimental results on real world data have verified their possibilities.

Mobile Interaction in a Usable-Unified-Ubiquitous (U³)Web Service for Real-time Social Networking Service

김영복,김철수 한국정보처리학회 2008 정보처리학회논문지B Vol.15 No.3

For real-time social networking service, mobile interaction in a usable-unified-ubiquitous (U3) web service was studied. Both as a convenient mobile HCI for real-time social networks and as indexing keys to metadata information in ubiquitous web service, the multi-lingual single-character domain names (e.g. 김.net, 이.net, 가.net, ㄱ.net, ㄴ.net, ㅎ.net, ㅏ.net, ㅔ.net, ㄱ.com, ㅎ.com) are convenient mobile interfaces when searching for social information and registering information. We introduce the sketched design goals and experience of mobile interaction in Korea, Japan and China, with the implementation of real-time social networking service as an example of U3 Web service. We also introduce the possibility of extending the application to the metadata directory service in IP-USN (IP-based Ubiquitous Sensor Network) for a unified information management in the service of social networking and sensor networking.

실시간 소셜 네트워크 서비스를 위한 사용 가능한 가능한-통합적-유비쿼터스 (U(3)) 웹 서비스에서의 모바일 상호작용

김영복 ( Yung Bok Kim ),김철수 ( Chul Su Kim ) 한국정보처리학회 2008 정보처리학회논문지B Vol.15 No.3

실시간 소셜(Social) 네트워킹 서비스를 위해서, 사용 가능한-통합적-유비쿼터스 (U3) 웹 서비스에서의 모바일 상호작용을 연구하였다. 실시간 소셜 네트워크를 위한 편리한 모바일 HCI로서, 또한 유비쿼터스 웹 서비스에서의 메타데이터 정보 색인 키로서, 다국어 한 글자 도메인 명(예, 김.net, 이.net, 가.net, ㄱ.net, ㄴ.net, ㅎ.net, ㅏ.net, ㅔ.net, ㄱ.com, ㅎ.com) 은 소셜 정보를 검색하고 또한 등록할 때 편리한 모바일 인터페이스이다. U3 웹 서비스의 예로서, 실시간 소셜 네트워킹 서비스 구현과 함께 모바일 상호작용을 위해 스케치된 디자인 목표와 한국, 일본, 중국에서의 모바일 상호작용 경험을 소개한다. 또한, 소셜 네트워킹과 센서 네트워킹 서비스에서 통합 정보관리를 위해, IP 기반의 센서네트워크(IP-USN)에서 메타데이터 디렉터리 서비스에의 응용 확장 가능성도 소개한다. For real-time social networking service, mobile interaction in a usable-unified-ubiquitous (U3) web service was studied. Both as a convenient mobile HCI for real-time social networks and as indexing keys to metadata information in ubiquitous web service, the multi-lingual single-character domain names (e.g. 김.net, 이.net, 가.net, ㄱ.net, ㄴ.net, ㅎ.net, ㅏ.net, ㅔ.net, ㄱ.com, ㅎ.com) are convenient mobile interfaces when searching for social information and registering information. We introduce the sketched design goals and experience of mobile interaction in Korea, Japan and China, with the implementation of real-time social networking service as an example of U3 Web service. We also introduce the possibility of extending the application to the metadata directory service in IP-USN (IP-based Ubiquitous Sensor Network) for a unified information management in the service of social networking and sensor networking.