• 제목/요약/키워드: social network service (SNS)

검색결과 636건 처리시간 0.023초

WV-BTM: SNS 단문의 주제 분석을 위한 토픽 모델 정확도 개선 기법 (WV-BTM: A Technique on Improving Accuracy of Topic Model for Short Texts in SNS)

  • 송애린;박영호
    • 디지털콘텐츠학회 논문지
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    • 제19권1호
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    • pp.51-58
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    • 2018
  • SNS의 사용자와 데이터량이 폭발적으로 증가함에 따라, SNS 빅 데이터를 기반으로 한 연구들이 활발히 진행되고 있다. 특히 소셜 마이닝 분야에서는 비 분류된 대용량 SNS 텍스트 데이터로부터 각 텍스트 별 유사성을 파악하고, 그로부터 트렌드를 추출하기 위해 대표적인 토픽 모델 기법인 LDA를 사용한다. 그러나 LDA는 단문 데이터에 대하여 비 빈발 단어 출현으로 인한 의미 희박성(semantic sparsity)으로 인해 양질의 주제 추론이 어렵다는 한계를 가진다. BTM 연구는 이와 같은 LDA의 한계점을 두 단어의 조합을 통해 개선하였으나, BTM 또한 조합된 단어 중 높은 빈도수의 단어에 더 큰 영향을 받아 각 주제와의 연관성을 고려한 가중치 계산이 불가능하다는 한계점을 지닌다. 본 논문은 단어 간의 의미적 연관성을 반영함으로써 기존 연구 BTM의 정확도를 개선하는 방안을 모색한다.

SNS 기반 토털 해양관광 "플랫폼 컴퍼니" 구축에 관한 연구 (A study on the total marine tour "Platform Company" based on Social Network Service)

  • 이남규
    • 한국항해항만학회:학술대회논문집
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    • 한국항해항만학회 2011년도 추계학술대회
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    • pp.78-79
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    • 2011
  • 해양관광 수요가 지속적으로 증가할 것이 예상됨에 따라, 수요에 적극적으로 대응하고 고객요구에 최적화 및 차별화된 수요자 기반 컨텐츠 개발과 공급을 조정 통합하는 주체의 필요성이 높아지고 있다. 스마트폰과 인터넷으로 대표되는 SNS를 기반으로 고객의 정보를 수집하고, 고객이 요구하는 차별화된 컨텐츠를 공급함으로서 비용 및 만족도 모두를 충족시킬 수 있는 토털 해양관광 Platform 구축이 필요한 실정이다. 경영전문 토털 해양관광 "Platform Company" 설립을 통하여 부산에 산재하고 있는 다양하고 특색있는 어촌 해양 부존자원 활용의 극대화, 해양관광 고객수요 창조, 어촌경제의 안정적 고수익 기반마련과 고용창출 등 지역경제 활성화에 기여하고자 한다.

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LBSNS에서 연속 질의 빈도 감소를 위한 가상그리드 기법의 설계 및 구현 (A Design and Implementation of Virtual Grid for Reducing Frequency of Continuous Query on LBSNS)

  • 이은식;조대수
    • 한국정보통신학회논문지
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    • 제16권4호
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    • pp.752-758
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    • 2012
  • 웹 상에서 사용자들 간의 관계(Relation)를 통해 인적 네트워크를 형성할 수 있게 해주는 온라인 서비스를 SNS(Social Networking Services)라고 한다. 최근에는 GPS가 내장된 디지털장치(스마트 폰, 태블릿 PC 등)를 통해 획득한 위치 정보를 SNS에 추가한 LBSNS(Location-Based SNS) 서비스에 대한 관심이 증가하고 있다. 사용자가 원하는 관심지역의 정보만을 구독하는 LBSNS 서비스를 구현하기 위해서는 공간필터링 기법이 요구된다. 공간필터링을 위해서는 트윗에 위치정보를 포함해야 한다. 위치정보는 사용자의 이동에 따라 함께 변하는 동적정보로 표현되거나 최초위치에서 고정되는 정적정보로 표현될 수 있다. 동적 위치정보를 사용할 경우 사용자의 이동에 따라 연속적으로 공간 필터링 질의가 발생하므로 서버에 많은 부하를 줄 수 있다. 본 논문에서는 동적 위치정보로 인해 대량으로 발생하는 연속질의 문제를 해결하기 위해서 가상그리드 기법을 이용한 공간필터링 알고리즘을 제안한다. 성능평가 결과 가상그리드 기법을 활용한 경우 질의 발생빈도 측면에서 최고 93%성능이 개선되었다.

소셜 네트워크 분석(SNA)을 활용한 택배 서비스 수요 분석 (Delivery Service Demand Analysis Using Social Network Analysis (SNA))

  • 오경은;김수림;최한별;이희석
    • 경영정보학연구
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    • 제24권4호
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    • pp.1-22
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    • 2022
  • 코로나19 이후 비대면 소비 사회로의 전환이 일어나며 생활밀착형 라스트마일 물류 서비스인 택배 기반의 세분화된 도시 물류의 중요성이 대두되고 있다. 본 연구는 소셜 네트워크 분석(SNA)을 활용하여 지역 및 상품 특성별로 수요의 관계성을 분석하고자 한다. 전자상거래에서 수요 파악에 활용되었던 장바구니 네트워크와 공동 구매 상품 네트워크를 확장한 분석 결과 택배 주문 건 수 데이터 속에서 상품 카테고리 패턴을 발견하고 지역별 차이를 확인하였다. 이를 바탕으로 본 연구에서 제시하는 SNA 기반 분석이 도시 물류의 재고 분산 배치나 상품(SKU) 선정 전략에 효과적으로 적용될 수 있음이 확인되었다.

대학생의 SNS 과시행동에 영향을 미치는 요인 (Factors Affecting University Students' Show-off Behavior on SNSs)

  • 차혜경
    • 대한통합의학회지
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    • 제7권3호
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    • pp.41-50
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    • 2019
  • Purpose : The goal of this descriptive research study was to identify the relationship between t relative deprivation, absolute deprivation, self-esteem, self-efficacy, and social support of university students and their show-off behavior on social network services (SNSs), as well as to identify the influencing factors. Methods : The research tools consisted of 8 items for general characteristics, a measure of deprivation (9 items for relative deprivation and 8 items for absolute deprivation), 15 items for show-off behavior on SNSs, 10 items for self-esteem, 25 items for social support, and 20 items for self-efficacy. Data analysis was performed using the SPSS 22.0 program for the descriptive statistics, t-test, ANOVA, Pearson's correlation, and stepwise multiple regression. Results : The results showed relative deprivation (B=.102, t=4.060, p<.001) was the most important factor in show-off behavior on SNSs for university students. Furthermore, social support (B=-.178, t=-3.099, p=.002), absolute deprivation (B=-.175, t=-4.284, p<.001), and self-esteem (B=-.212, t=-2.490, p=.014) accounted for 21.5% of the explanatory power (F=14.215, p<.001). Conclusion : The study findings revealed that relative deprivation is the most important factor in the show-off behavior of university students on SNSs. Social support, absolute deprivation, and self-esteem were also identified as factors that affect their show-off behavior on such services. This study aims to contribute to the effective program progress by providing basic data for the development of the show-off behavior on SNSs intervention and prevention programs to reduce the side effects of various the show-off behaviors on SNSs of university students.

서비스제공자와 사용자의 인식차이 분석을 통한 소셜커머스 핵심성공요인에 대한 연구: 한국의 티켓몬스터 중심으로 (A Study on the Critical Success Factors of Social Commerce through the Analysis of the Perception Gap between the Service Providers and the Users: Focused on Ticket Monster in Korea)

  • 김일중;이대철;임규건
    • Asia pacific journal of information systems
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    • 제24권2호
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    • pp.211-232
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    • 2014
  • Recently, there is a growing interest toward social commerce using SNS(Social Networking Service), and the size of its market is also expanding due to popularization of smart phones, tablet PCs and other smart devices. Accordingly, various studies have been attempted but it is shown that most of the previous studies have been conducted from perspectives of the users. The purpose of this study is to derive user-centered CSF(Critical Success Factor) of social commerce from the previous studies and analyze the CSF perception gap between social commerce service providers and users. The CSF perception gap between two groups shows that there is a difference between ideal images the service providers hope for and the actual image the service users have on social commerce companies. This study provides effective improvement directions for social commerce companies by presenting current business problems and its solution plans. For this, This study selected Korea's representative social commerce business Ticket Monster, which is dominant in sales and staff size together with its excellent funding power through M&A by stock exchange with the US social commerce business Living Social with Amazon.com as a shareholder in August, 2011, as a target group of social commerce service provider. we have gathered questionnaires from both service providers and the users from October 22, 2012 until October 31, 2012 to conduct an empirical analysis. We surveyed 160 service providers of Ticket Monster We also surveyed 160 social commerce users who have experienced in using Ticket Monster service. Out of 320 surveys, 20 questionaries which were unfit or undependable were discarded. Consequently the remaining 300(service provider 150, user 150)were used for this empirical study. The statistics were analyzed using SPSS 12.0. Implications of the empirical analysis result of this study are as follows: First of all, There are order differences in the importance of social commerce CSF between two groups. While service providers regard Price Economic as the most important CSF influencing purchasing intention, the users regard 'Trust' as the most important CSF influencing purchasing intention. This means that the service providers have to utilize the unique strong point of social commerce which make the customers be trusted rathe than just focusing on selling product at a discounted price. It means that service Providers need to enhance effective communication skills by using SNS and play a vital role as a trusted adviser who provides curation services and explains the value of products through information filtering. Also, they need to pay attention to preventing consumer damages from deceptive and false advertising. service providers have to create the detailed reward system in case of a consumer damages caused by above problems. It can make strong ties with customers. Second, both service providers and users tend to consider that social commerce CSF influencing purchasing intention are Price Economic, Utility, Trust, and Word of Mouth Effect. Accordingly, it can be learned that users are expecting the benefit from the aspect of prices and economy when using social commerce, and service providers should be able to suggest the individualized discount benefit through diverse methods using social network service. Looking into it from the aspect of usefulness, service providers are required to get users to be cognizant of time-saving, efficiency, and convenience when they are using social commerce. Therefore, it is necessary to increase the usefulness of social commerce through the introduction of a new management strategy, such as intensification of search engine of the Website, facilitation in payment through shopping basket, and package distribution. Trust, as mentioned before, is the most important variable in consumers' mind, so it should definitely be managed for sustainable management. If the trust in social commerce should fall due to consumers' damage case due to false and puffery advertising forgeries, it could have a negative influence on the image of the social commerce industry in general. Instead of advertising with famous celebrities and using a bombastic amount of money on marketing expenses, the social commerce industry should be able to use the word of mouth effect between users by making use of the social network service, the major marketing method of initial social commerce. The word of mouth effect occurring from consumers' spontaneous self-marketer's duty performance can bring not only reduction effect in advertising cost to a service provider but it can also prepare the basis of discounted price suggestion to consumers; in this context, the word of mouth effect should be managed as the CSF of social commerce. Third, Trade safety was not derived as one of the CSF. Recently, with e-commerce like social commerce and Internet shopping increasing in a variety of methods, the importance of trade safety on the Internet also increases, but in this study result, trade safety wasn't evaluated as CSF of social commerce by both groups. This study judges that it's because both service provider groups and user group are perceiving that there is a reliable PG(Payment Gateway) which acts for e-payment of Internet transaction. Accordingly, it is understood that both two groups feel that social commerce can have a corporate identity by website and differentiation in products and services in sales, but don't feel a big difference by business in case of e-payment system. In other words, trade safety should be perceived as natural, basic universal service. Fourth, it's necessary that service providers should intensify the communication with users by making use of social network service which is the major marketing method of social commerce and should be able to use the word of mouth effect between users. The word of mouth effect occurring from consumers' spontaneous self- marketer's duty performance can bring not only reduction effect in advertising cost to a service provider but it can also prepare the basis of discounted price suggestion to consumers. in this context, it is judged that the word of mouth effect should be managed as CSF of social commerce. In this paper, the characteristics of social commerce are limited as five independent variables, however, if an additional study is proceeded with more various independent variables, more in-depth study results will be derived. In addition, this research targets social commerce service providers and the users, however, in the consideration of the fact that social commerce is a two-sided market, drawing CSF through an analysis of perception gap between social commerce service providers and its advertisement clients would be worth to be dealt with in a follow-up study.

SNS 중독에 영향을 미치는 영향 요인에 대한 실증적 연구 (An Empirical Investigation on Factors Influencing SNS Addiction)

  • 김종욱;박상철;전대용
    • 디지털융복합연구
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    • 제13권12호
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    • pp.179-185
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    • 2015
  • 모바일 인터넷 기술의 진보와 함께 소셜네트워크 서비스 사용은 일상생활에서 흔한 일이 되고 있다. 이러한 현상 속에서 기존 연구들은 인터넷 중독이나 모바일 폰 중독을 활용하여 연구가 진행되어 왔으나, SNS 사용맥락에서 중독에 관한 연구는 논의가 되지 못한 실정이다. 이에 본 연구에서는 SNS 사용 중독에 영향을 미치는 변수를 파악하고자 한다. 기존의 인터넷 중독연구의 결과와는 달리, 본 연구에서는 사회화, 즐거움, 고독감과 같은 변수들이 중독에 긍정적인 영향을 미치는 것으로 기대하였다. 한국 대학생들을 대상으로 설문데이터를 확보하였으며, 최소자승 추정법을 활용하여 가설을 검증하였다. 연구결과, 사회화, 즐거움, 고독감 모두 SNS 중독에 영향을 미치는 것으로 나타났으며, 사회화 역시 즐거움에 긍정적인 영향을 미치는 것으로 나타났다.

고등학생이 지각한 부모-자녀간 의사소통이 SNS 중독경향성에 미치는 영향: 자기통제력의 매개효과 (The Influence of Parent-Adolescent Communication on SNS Addiction Tendency among High School Students: The Mediating Effect of Self-control)

  • 권여은;이지민
    • 가정과삶의질연구
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    • 제35권2호
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    • pp.17-29
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    • 2017
  • The purposes of this study were to analyze the effect of perceived parent-adolescent communication on SNS addiction tendency among high school students and to investigate the mediating effects of self-control on the relationship between above variables. 567 students who were registered in three high schools located in D city completed a questionnaire on parent-adolescent communication, SNS addiction tendency, and self-control. Structural equation models were conducted to compare the research model (complete mediating effect) and the competing model (partial mediating effect), and bootstrapping was conducted to investigate the mediating effects of self-control with SPSS 23.0 and AMOS 23.0. The results are as follow: First, while the parent-adolescent communication did not directly have an effect the SNS addiction tendency, the self-control had a direct effect on the SNS addiction tendency. Second, the research model was selected as a final model which implied that parent-adolescent communication had an indirect effect on SNS addiction tendency among high school students. Third, self-control had a significant mediating effect on the relationship between parent-adolescent communication and high school students' SNS addiction tendency. Based on the results of this study, it can be concluded that parent-adolescent communication had an indirect effect rather than a direct effect through self-control on high school students' SNS addiction tendency. This result indicates that the SNS addiction tendency rate of high school student can be lowered, by mediating self-control. Finally, this study suggests that the implicit points on counseling methods to remedy self-control of high school students, and shortcomings and limits of this study and advice for follow-up studies all be discussed.

소셜 네트워크 게임의 지속사용의도에 영향을 미치는 요인에 관한 연구 : 스마트 기기 사용자를 중심으로 (A Study of Factors Affecting Continuous Intention of Social Network Games : Focusing on Smart Device Users)

  • 김정욱;장철호
    • 한국IT서비스학회지
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    • 제13권3호
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    • pp.235-255
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    • 2014
  • Social Network Service (SNS) with emergence of Web 2.0 have been developed rapidly. Unlike other games, social network game is based on the relationship with smart devices and studied for user-centered behavior as a potential factor derived from the Technical Acceptance Model (TAM). This research is conducted for finding out influencing factors on continuous intention for smart device users. Therefore, the independent variables consist of subjective norm, mobility, playfulness, self-efficacy, and ease of use. The intermediate variables also compose of flow, and user satisfaction and the dependent variables as continuous intention. The result of study shows the following: First, subjective norm, playfulness, self-efficacy and ease of use except mobility have the positive effect on user flow. Second, subjective norm, mobility, playfulness and ease of use except self-efficacy have significantly the positive effect on user satisfaction. Finally, user flow has significantly the positive effect on user satisfaction and continuance intention and a factor of user satisfaction have significantly the positive effect on continuance intention.

사물인터넷에서 소셜 네트워크 사용자 친밀도를 이용한 점진적 검색 기법 (Progressive Retrieval Method using Intimacy between SNS Users in Internet of Things)

  • 김성림;권준희
    • 디지털산업정보학회논문지
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    • 제14권3호
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    • pp.1-10
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    • 2018
  • Social network services allow you to share your thoughts and preferences more easily. They share your views with a large number of people who are friends with you without restriction of time or place. In the IoT environment, the amount of data is massively increasing as social network services spread rapidly. This change in the environment is driving the need for research into new retrieval methods that are different from conventional retrieval methods. In this paper, we propose a progressive retrieval method using the intimacy of social network users in the IoT. The first thing is to extract the user with the highest intimacy by using the property that the number of the owner of the information stored in the IoT environment is small. By accessing information in objects owned by these extracted users, the amount of information retrieved is reduced. It also improves retrieval efficiency by gradually retrieving information according to the user's level of interest. We present a new retrieval method and algorithm. The scenario also illustrates the effectiveness of the proposed method.