• Title/Summary/Keyword: SNS Information

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Documents Filtering and Topic Prediction for SNS using Naïve Bayesian Classifier and MapReduce (나이브 베이지안 분류기와 MapReduce 를 이용한 SNS 문서 필터링 및 토픽 예측)

  • Park, Hosik;Kang, Namyong;Park, Seulgi;Moon, Jungmin;Oh, Sangyoon
    • Proceedings of the Korea Information Processing Society Conference
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    • 2014.04a
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    • pp.109-111
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    • 2014
  • SNS(Social Network Service)는 새로운 소통수단으로 인적 네트워크뿐만 아니라 사회, 문화 등에 많은 영향을 미치고 있다. 특히, 무선인터넷과 스마트폰의 보급으로 정보유통량이 기하급수적으로 증가하면서, 데이터를 처리 및 분석하는 것이 화두가 되고 있다. 본 논문에서는 급증하는 SNS 데이터를 처리 및 분석하여 의미 있는 데이터를 키워드 중심으로 추출하고자 하였다. 이를 위해 기존 데이터 처리방식이 아닌 빅데이터 처리에 적합한 MapReduce 환경에서 SNS 데이터를 필터링하고, 토픽을 예측하기 처리방법을 제시하였다. 또한, 웹 서비스를 기반으로 구현하여 분석된 데이터를 시각적으로 표현하고, 재생산하였으며, 실험을 통해 제안하는 처리방법의 성능을 검증하였다.

The Effect of Using SNS to Interpersonal Relation and Quality of Life : Focused on the moderating role of communication capability (SNS사용을 통한 자기표현이 대인관계 및 삶의 질에 미치는 영향분석 연구 : 개인 커뮤니케이션 능력의 조절효과를 중심으로)

  • Han, Sangyun;Ma, Eunjung;Hong, Daesoon;Kim, Eunyeoung;Park, Joohyeon;Lee, Inseong;Kim, Jinwoo
    • The Journal of Information Systems
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    • v.22 no.1
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    • pp.29-64
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    • 2013
  • This study empirically investigates the effect of self presentation on SNS to interpersonal relation and quality of life. Especially, we performed exploratory analysis that how SNS affect to quality of life and wether the change of interpersonal relation is mediating effect to quality of life and intention to use. And we also suggest that the capability of communication would be a moderator. In the results, firstly, the using SNS has significantly positive effect on the change of interpersonal relation. And it as mediation variable can positive impact on the relationship between the using SNS, quality of life, and Intention to use. In the moderating analysis, SNS users who responded higher communication capability have significantly more higher effect on the change of interpersonal relation and quality of life. Secondly, the change of interpersonal relation after use of SNS as a mediation variable serves to enhance the relationship between the use of SNS and the quality of life in the positive direction.

An analysis of vulnerability and the method to secure on Android SNS applications from alteration of the code segments (안드로이드 기반 SNS 어플리케이션의 코드 변조를 통한 취약점 분석 및 보안 기법 연구)

  • Lee, Sang Ho;Ju, Da Young
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.23 no.2
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    • pp.213-221
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    • 2013
  • According to the rapid growth of the number of SNS(Social Networking Service) applications based on Android OS, the importance of its security is also raised. Especially, many applications using KaKaoTalk platform has been released in these days, and these are top ranked in the relative markets. However, security issues on SNS applications have not been resolved clearly. Therefore, it is crucial to provide means to cope with the security threats posed by code-segment modification in the development stage of Android OS based SNS applications. In this paper, we analyze the security threats by modifying SNS application code segments and suggest effective security techniques.

A Design of SNS and Web Data Analysis System for Company Marketing Strategy (기업 마케팅 전략을 위한 SNS 및 Web 데이터 분석 시스템 설계)

  • Lee, ByungKwan;Jeong, EunHee;Jung, YiNa
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • v.6 no.4
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    • pp.195-200
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    • 2013
  • This paper proposes an SNS and Web Data Analytics System which can utilize a business marketing strategy by analyzing negative SNS and Web Data that can do great damage to a business image. It consists of the Data Collection Module collecting SNS and Web Data, the Hbase Module storing the collected data, the Data Analysis Module estimating and classifying the meaning of data after an semantic analysis of the collected data, and the PHS Module accomplishing an optimized Map Reduce by using SNS and Web data involved a Businesse. This paper can utilize this analysis result for a business marketing strategy by efficiently managing SNS and Web data with these modules.

An Empirical Study on a Mediating Role of Brand Image between SNS Marketing and Purchase Intention (SNS 마케팅과 구매의도 간 브랜드 이미지의 매개역할에 대한 실증분석)

  • Joo, Jaehun;Kim, Chung-Lo
    • The Journal of Information Systems
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    • v.29 no.2
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    • pp.111-130
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    • 2020
  • Purpose SNS (Social Network Service) is one of new promising marketing tools which allow marketer to do two-way communication and social interaction. Three characteristics of SNS marketing including informativeness, interactivity, and playfulness are distinguished from traditional marketing. The purpose of this study is to examine the relationships between three characteristics of SNS marketing, brand image, and purchase intention. Design/methodology/approach The present study proposed a research model integrating SNS marketing characteristics, brand image, and purchase intention represented by structural equation modelling and four hypotheses. A total of 20 questionnaire items for five variables were developed and measured by using five point Likert scale. 199 valid data were collected and used to test four hypotheses using SmartPLS. Findings Three hypotheses that the characteristics of SNS marketing such as informativeness, interactivity, and playfulness have a positive influence on brand image were supported at the significance level of 0.05 and 0.001 respectively. The hypothesis regarding the relationship between brand image and purchase intention was also supported at the significance level of 0.001. Brand image plays a significant mediating role in the relationship between SNS marketing and purchase intention. In particular, the result of research that playfulness of SNS marketing affects brand image significantly suggests a new future research theme regarding spiritual marketing. Implications for academics and practitioners were suggested.

A Method to utilize Inner and Outer SNS Method for Analyzing Preferences (선호도 분석을 위한 내·외부 SNS 활용기법)

  • Park, Sung-Hoon;Kim, Jindeog
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.19 no.12
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    • pp.2871-2877
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    • 2015
  • Shopping patterns are changing with the emergence of SNS. Recently, it is also interested in providing the information based on the users' needs. Generally, the provided information is obtained from the history of users' simple browsing. Best selling hot item list is also provided in order to reflect the preferences of public users. However, the provided information is irrelevant to an individual preference. In this paper, we propose a method to utilize inner and outer SNS for analyzing public preferences about goods which are interested by individual users. The inner analyzing module collects and analyzes the preferences of community members about two goods designated by individual users. The outer analyzing module supports to analyze public preferences by using the tweeter SNS. The results of implementation show that it is possible to recommend goods based on the individual users' preferences unlike the existing shopping mall.

An Study of Operational Strategy for Special Libraries on Social Network Service (SNS) (전문도서관의 소셜네트워크서비스 운영방안 연구 - 해양과학도서관 사례를 중심으로 -)

  • Han, Jong Yup;Lee, Seungmin;Seo, Man Deok
    • Journal of the Korean Society for Library and Information Science
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    • v.48 no.3
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    • pp.335-351
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    • 2014
  • This study proposes a customized SNS operational strategy for special libraries based on a case study on the Ocean Science Library (OSL) of South Korea. The study conducted an in-depth analysis on an organizational structure, manpower, contents, and promotion. The outcome of SNS operational strategy deducted from this study can be categorized into several items, including: (1) a selection of an appropriate SNS channel, which meets the objective of the operation; (2) a formal division of works for SNS operation; (3) a designation of full-time managers and an establishment of a task force team; (4) a specialization of contents according to specific subjects; (5) on/off-line promotions focused on events, which encourage participations; (6) an improvement of contents through regular log analyses; and (7) a promotion of library website access through SNS, and so on. This research also suggested the strategies for the development of SNS operation: strengthening of communication and cooperation among librarians; distribution of academic and research outcomes of the umbrella organization; enhancement of a role as a communication channel between librarians and users, and carry out a role as a 'social curator.'

A Study on Antecedents of SNS User's Addiction in the Age of Convergence: The Role of SNS Habit (융복합 시대에 소셜 네트워크 서비스 사용자들의 중독 요인에 대한 연구: 습관의 역할)

  • Kim, Byoung-Soo;Kim, Dae-Kil
    • Journal of Digital Convergence
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    • v.13 no.8
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    • pp.161-168
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    • 2015
  • Given social problems of social network service (SNS) addiction, it is critical to understand user's formation mechanism of SNS addiction. Since a number of studies have demonstrated the negative outcomes of excessive SNS use, the researchers examined important antecedents of SNS addiction as SNS habit that is considered as a key driver of SNS addiction. Moreover, the effects of self-expression, network management, and information search on SNS addition formation were investigated. The proposed theoretical model was empirically tested by using longitudinal survey data collected from 206 Facebook users. The analysis results indicate that SNS habit plays an important role in forming SNS addiction. Further, self-expression, network management, and information search influence SNS addiction through SNS habit. The analysis results offer some in-depth perspectives to SNS providers and government that establish policies or digital convergence strategies to induce healthy SNS use.

The Effect of SNS Ad Types on Adolescents' Decision-making (SNS광고의 각 유형이 청소년의 구매의사결정에 미치는 영향 -페이스북을 중심으로-)

  • Jeong, Ga-Hyun;lee, Byeong-Gwan
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2016.10a
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    • pp.507-510
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    • 2016
  • SNS connect off-line and on-line so that it forms a relationship by sharing users' life and interests. Especially, marketing through SNS is not only economical also it spreads in the fast pace. Thus, many enterprise recognize SNS as a part of platform of ads and they are constantly investing on SNS ads. Also, with the spread of smartphones, the rate of adolescents who use SNS has soared and the rate of exposure to SNS ads also has increased. However, SNS ads have great impact on adolescents'decision-making, because their values of decision-making has not been well developed so that they are easy to influenced by external factors. Therefore, this study aims to understand the effect of SNS ads on adolescents'decision-making.

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A Study of Factors Influencing the Intention to Share the Information Security Knowledge on SNS(Social Network Services) (SNS(Social Network Services) 내에서 정보보안 지식공유의도에 미치는 영향 요인)

  • Park, Taehwan;Kim, Suhwan;Jang, Jaeyoung
    • The Journal of Society for e-Business Studies
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    • v.20 no.1
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    • pp.1-22
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    • 2015
  • Due to recent growth in IT industry along with the expansion of smartphone, we came to connect to the Internet wherever and whenever we are. However, this causes negative side effects, though. One of them is a rapid increase of the financial crimes such as the Phishing and the SMishing. There have been many on-going researches about crimes such as Phishing and SMishing to protect users. However, the study about sharing knowledge on SNS to prevent such a crime can be hardly found. Based on social identity theory, we conduct the research about factors on SNS users' intention to share the information security knowledge on SNS. As a result, we found that knowledge provision self-efficacy has a significant impact on self-expression. In addition, it also found out self-expression, awareness about information security and the sense of belonging have a significant impact respectively on the intention to share the information security knowledge on SNS. On the other hand, the altruism didn't have a significant impact to the intention to share information security knowledge on SNS. With this research as a starting point, it seems necessary to expand its range to all types of online community in the future for the generalization of the hypotheses.