• 제목/요약/키워드: App usage analysis

검색결과 50건 처리시간 0.024초

모바일 앱 사용행태 분석을 위한 역컴파일 및 역어셈블 데이터 로깅 (Disassembly and De-Compilation Based Data Logging for Mobile App Usage Analysis)

  • 김명준;남양희
    • Journal of Information Technology Applications and Management
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    • 제21권4호
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    • pp.127-139
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    • 2014
  • This study presents a logging method to trace the usage patterns of existing smartphone apps. The actual smartphone app itself, not a specially developed similar app with usage logging, would be used best for the experiment of observing the usage patterns. For this purpose, we used a method of injecting logging codes into existing smartphone app. Using this method, we conducted an experiment to trace usage patterns of a commercial IPTV app, and found that the method is very useful for acquiring detail usage log without influencing participants.

지각된 화장품 브랜드 앱의 특성이 지속적 사용의도에 미치는 영향에 관한 연구 - 고객만족의 매개효과와 관여도의 조절효과를 중심으로- (A Study on the Impact of Perceived Cosmetic Brand App on Continuous Usage Intention - Meditating Effect of Customer Satisfaction and Moderating Effect of Involvement -)

  • 조가;김영길;김연성
    • 품질경영학회지
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    • 제47권2호
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    • pp.237-254
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    • 2019
  • Purpose: The purpose of this study is to analyze correlation of perceived cosmetics brand apps attributes and use intentions, mediating role of customer satisfaction, and relationship between customer satisfaction and continuous usage intention. Then provide basic data for development management strategy of beauty industry and enhancement of competitiveness corresponding to smart era. Methods: The questionnaires were surveyed by an online company(EMBRAIN). After data collection, frequency analysis was performed on the general attributes of questionnaire survey using SPSS 22.0, and data conclusions were derived by verifying reliability and validity of data and hypotheses. Results: First, perceived cosmetic brand app attributes have a positive effect on customer satisfaction, Second, perceived cosmetic brand app attributes have a positive effect on continuous usage intention. Third, customer satisfaction was found to have a mediating role in the effect of perceived cosmetic brand app attributes on continuous usage intention. Fourth, involvement proved to control the relationship between perceived cosmetic brand app attributes perceived interactivity and customer satisfaction. Finally, Involvement has proven to control the relationship between cosmetic brand app attributes perceived interactivity and continuous usage intention. Conclusion: Consumers buying products from cosmetics brand apps will be more likely to use cosmetics brand apps if they feel comfortable with calculation process, search, booking confirmation and payment methods.

스마트폰 맛집 앱 서비스품질과 사용후기 특성이 앱만족 및 재이용의도에 미치는 영향에 관한 연구 (A Study on Effects of the Service Quality and the Usage Review Characteristics of Smartphone Majib App on Satisfaction and Reuse Intention of Majib App)

  • 한지수
    • 한국조리학회지
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    • 제22권2호
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    • pp.234-251
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    • 2016
  • 본 연구는 스마트폰 맛집 앱에 대한 서비스품질(정보성, 유용성, 이동성, 신뢰성, 공감성)과 사용후기 특성(사용후기 동의성, 사용후기 유용성)이 맛집 앱을 이용한 후의 만족과 재이용의도에 미치는 영향관계를 검증하여 외식업체들이 스마트폰 앱을 통해 효과적인 마케팅 전략을 구축할 수 있도록 유용한 정보를 제공하고자 한다. 본 연구의 자료수집을 위해 2015년 9월 15일부터 10월 30일까지 설문조사를 실시하였으며, 편의표본추출법에 의해 스마트폰 맛집 앱 이용자를 대상으로 조사를 진행하였다. 설문지는 312부를 배포하였으며, 이 중 유효한 자료 295부를 분석에 사용하였고, 가설검증을 위해 구조모형분석을 실시하였다. 분석결과, 첫째, 맛집 앱에 대한 서비스품질 중 신뢰성, 공감성, 유용성이 맛집 앱만족에 유의한 영향을 미치는 것으로 나타난 반면, 정보성과 이동성은 맛집 앱만족에 유의한 영향을 미치지 않는 것으로 나타났다. 둘째, 사용후기 특성 중 사용후기 동의성만이 맛집 앱만족에 유의한 영향을 미치는 것으로 나타났으며, 사용후기 유용성은 맛집 앱만족에 유의한 영향을 미치지 않는 것으로 나타났다. 셋째, 맛집 앱만족은 재이용의도에 유의한 영향을 미치는 것으로 나타났다.

Effects of the Components of Mobile Shopping Apps On Shopping Flow and Continuous Usage Intention

  • Sangwoon BYUN;Jai-Kil KO
    • 산경연구논집
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    • 제14권12호
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    • pp.11-21
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    • 2023
  • Purpose: This study aims to investigate the impact of mobile shopping app components on shopping flow and the continuous usage intention of the shopping apps in the rapidly growing mobile market facilitated by advancements in the mobile environment. Research Methodology: A survey was conducted, targeting users aged 20 and older with experience in using mobile shopping apps. The responses of 456 participants were analyzed through frequency analysis, exploratory factor analysis, reliability analysis, confirmatory factor analysis, and structural equation modeling. Results: The study found that within the components of mobile shopping apps, enjoyment significantly impacted both shopping flow and the continuous usage intention of shopping apps. The diversity of product assortment had a significant effect only on shopping flow. The usefulness and ease of use influenced on the intention to continue using shopping apps. Conclusions: Based on the findings, it is recommended that shopping app operators try to identify essential components for stimulating user interest and engagement when developing or modifying apps. Additionally, a diverse range of products enhances the shopping experience and drives spontaneous purchases. Furthermore, providing an easy interface and minimizing the effort required, this experience can enhance user perception of its value and sustain consumers' continuous usage intention of the shopping app.

The Effect of Mobile Food Delivery Application Usage Factors on Customer Satisfaction and Intention to Reuse

  • Song, Ye-Eun;Jeon, Sang-Hoon;Jeon, Min-Sun
    • 한국조리학회지
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    • 제23권1호
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    • pp.37-47
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    • 2017
  • The number of delivery app users and their social impact have increased along with the number smartphone users. Accordingly, the present study attempted to suggest a method to improve the service quality of delivery apps for relevant businesses and researchers by determining the influences of delivery app usage factors on customer satisfaction and reuse intention. The present study distributed and collected questionnaires through on- and offline surveys targeting males and females in their 20s in the Daejeon area. The results of the regression analysis showed that the influence of delivery app usage factors on customer satisfaction was 43.8%, and informativeness, payment and safety, usefulness, and convenience were found to influence the increased satisfaction with the delivery apps. The influence of delivery app usage factors on customers' reuse intention was 37.3%, and among the four usage factors, informativeness and payment and safety were found to be the main factors for increasing the reuse intention. As providing more accurate information is a means to increase customer satisfaction and reuse intention by improving the service quality of the delivery apps, new menus and prices should be rapidly updated.

스마트폰 이용 동기와 패션 브랜드 앱 내용이 패션 브랜드 앱 수용의도에 미치는 영향 (The effects of smart phone usage motive and fashion brand app factors upon the intention to accept fashion brand applications)

  • 최예슬;김미영
    • 패션비즈니스
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    • 제17권4호
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    • pp.149-163
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    • 2013
  • This study investigated the effects of smart phone usage motives and fashion brand app factors upon the intention to accept fashion brand applications. Data were collected from 250 female college students living in Seoul and Gyeonggi-do. 220 reliable data were analyzed by frequency, factor analysis, Cronbach's alpha, ANOVA,, Duncan test, paired t-test, chi-square analysis, regression. The results were as follows: Firstly, the 'information acquisition' and the'use of time' were considered to be the most important motive factors driving consumer's smart phone usage. Secondly, the motives underpinning smart phone user's intention to accept a fashion brand application were 'social relationships', 'entertainment', and 'information acquisition'. Thirdly, the frequently used factors during the usage of fashion brand application could be classified in order of frequency as follows: 'product information provision', 'store information provision', 'coordinated information provision', 'fashion information provision', 'entertainment provision', 'hobbies and life information provision', virtual wearing provision', 'SNS provision', and, 'events and coupons provision'. Fourthly, a factor analysis of these nine factors were classified into 'basic information type', and 'additional information type'. The influences of basic information type and the additional information type upon the intention to accept the fashion brand application showed the following significant result: The basic information type had a greater influence upon the intention to accept the fashion brand app.

모바일 어플리케이션 이용패턴 분석 시스템의 설계와 구현 (A Design and Implementation of Mobile Application Usage Pattern Analysis System)

  • 박동규;김성관
    • 한국정보통신학회논문지
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    • 제18권9호
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    • pp.2272-2279
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    • 2014
  • 모바일 어플리케이션 시장은 지난 수년간 급속하게 확장되어 왔다. 이 논문에서는 모바일 디바이스의 이벤트 로그를 추적하여 스마트폰 어플리케이션의 사용량을 조사하는 기법을 제안하고 구현하였다. 이 시스템은 클라이언트 시스템과 사용성 분석 서버 시스템을 통하여 스마트폰 사용량에 대한 분석을 시도하였다. 이를 위하여 본 연구에서는 안드로이드 운영체제가 탑재된 디바이스에서 사용성 분석 플랫폼을 구현하였다. 또한, 분석 서버 시스템을 이용하여 47,000여명의 사용자 정보와 사용자의 앱 사용 정보를 실시간으로 수집하였다. 본 논문에서 우리는 대규모의 사용자 정보를 기반으로 하여 스마트폰의 사용 패턴과 사용 정보를 연구하였으며, 사용자를 위한 편리한 사용패턴 가시화 기능을 구현하였다.

액티브 시니어의 모바일 앱 사용 수준이 라이프스타일과 삶의 만족도에 미치는 영향 (Effects on lifestyle and life satisfaction of active Senior's mobile app usage level)

  • 허원희;최정일
    • 한국융합학회논문지
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    • 제13권5호
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    • pp.229-236
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    • 2022
  • 본 연구의 목적은 액티브 시니어의 모바일 앱 사용 수준이 라이프스타일과 삶의 만족도에 미치는 영향을 미치는 정도를 파악하는 데 있다. 이를 위해 전국적으로 이용자 150여명을 대상으로 2021년 12월 초에 15일 동안 설문조사를 수행하였다. 설문내용으로 독립변수는 "모바일 앱 사용 수준", 매개변수는 "라이프스타일", 종속변수는 "삶의 만족도"로 구성하였다. 실증분석 결과, 각 변수 간 신뢰도 및 탐색적 요인이 검증되었고 내적 일관성도 확보된 것으로 확인하였다. 각 항목들의 집중타당성이 일반적으로 잘 확인된 것으로 조사되었다. 구조방정식에 의한 가설검증결과, ''앱 사용 수준 ⇨ 라이프스타일' 0.244로, '라이프스타일 ⇨ 삶의 만족도' 0.707, '앱 사용 수준 ⇨ 삶의 만족도 0.141'로 채택되었다. 액티브 시니어의 모바일 앱 사용 수준이 높을수록 라이프스타일이 높아질 것이고, 라이프스타일이 향상될수록 삶의 질이 향상될 것이며, 모바일 앱 사용 수준이 높아질수록 삶의 만족도가 향상될 것으로 분석되었다. 따라서 삶의 만족도를 향상시키기 위해서는 앱 사용 수준과 라이프스타일을 높이기 위한 노력이 필요해 보인다.

GUI에 기반한 모바일 앱 사용상태 구분 (GUI-based Detection of Usage-state Changes in Mobile Apps)

  • 강량경;석호식
    • 전기전자학회논문지
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    • 제23권2호
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    • pp.448-453
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    • 2019
  • 모바일 앱의 신뢰성 향상과 개발 환경 변화라는 제약 조건을 모두 만족시키려면 모바일 앱의 동작을 자동으로 검증할 필요가 있다. 모바일 앱의 동작 검증 과정에서 다양한 이슈가 발생하나, 사용 상태 변화 탐지도 중요한 이슈 중 하나이다. 본 논문에서는 모바일 앱의 사용 상태 변화 탐지를 위하여 딥뉴럴넷을 이용하여 모바일 앱 GUI의 UI 위젯을 인식한 후 인식된 위젯간의 관계를 그래프로 변환하고, 변환된 그래프의 그래프 엔트로피를 계산하여 사용 상태 변화를 감지하는 방법을 제안한다. 제안 방법은 SIFT(Scale-Invariant Feature Transform)에 기반한 감지 방법과 비교되었으며 20개의 실제 모바일 앱의 동작 데이터를 통해 검증한 결과 대부분의 경우 제안 방법이 우수하나, 엔트로피 계산이 어려울 때는 제안 방법의 성능이 저하됨을 확인하였다.

A Study on the Usage Factors of Mobile Banking Apps by Korean Banks in Vietnam: Focused on the Viewpoints of App User and App Provider

  • Suk-Gyoo Kim;Sang-Ha Lee;Chun-Su Lee
    • Journal of Korea Trade
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    • 제27권1호
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    • pp.192-210
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    • 2023
  • Purpose - Vietnam has the fastest growing digital economy in Southeast Asia and is emerging as a critical overseas market for Korean banks in the post-COVID-19 era. Accordingly, many Korean banks entered the Vietnamese market to overcome the limitations of the saturated domestic financial market and create new revenue sources. This study examined the current status of digital finance in Vietnam and the cases of Korean banks that have succeeded in the Vietnamese market. Then, importance-performance analysis (IPA) was conducted on local customers, managers and staff members of Korean banks in Vietnam. Design/methodology - In this study, we analyzed the importance and satisfaction factors of mobile banking app usage in Vietnam through IPA. In particular, we identified the differences between the two groups by considering the viewpoint of customers who use mobile banking apps and that of managers and staff members who provide mobile banking services. Findings - The IPA results from the customer group and managers and staff members group were generally similar, but differences were observed in Ease of Use (Technology), Innovativeness (Organization), and Increase in Revenue (Economic). In the case of the customer group, Ease of Use (Technology) is located in the second quadrant, which shows low satisfaction compared to high importance. However, in the managers and staff members group, Ease of Use (Technology) is located in the first quadrant, which indicates high importance and high satisfaction. This difference in perception can cause complaints from local customers; thus, it is necessary to change the perception of the technological aspect for ease of use of mobile banking apps in consideration of the customer's position. In addition, it is necessary to allocate the resources invested in the Innovativeness (Organization) and Increase in Revenue (Economic) to Ease of Use (Technology). Originality/value - In this study, based on the HOTE framework, factors for using mobile banking apps were derived, and IPA was conducted targeting local customers (app user) and managers and staff members (app provider) of Korean banks in Vietnam. Through this, we presented the results of empirical analysis that can help Korean banks efficiently utilize limited resources and budgets.