• 제목/요약/키워드: content modeling

검색결과 609건 처리시간 0.021초

Neutrality between a Vertically Integrated Cable Provider and an Over-the-Top Video Provider

  • Dai, Wei;Baek, Ji Won;Jordan, Scott
    • Journal of Communications and Networks
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    • 제18권6호
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    • pp.962-974
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    • 2016
  • We are concerned with whether a vertically integrated broadband and content provider can unreasonably advantage itself over competing content providers, either by selling quality-of-service (QoS) to content providers at unreasonably high prices, or by refusing to provide access to QoS to competing content. We address this question by modeling the competition between one such vertically integrated provider and one over-the-top (OTT) content provider. The broadband provider decides whether to deploy QoS, and if so it also determines the QoS price if sold to either the OTT content provider or directly to users. We analytically determine when the broadband provider will sell QoS and when the OTT content provider or users will purchase QoS. We characterize the optimal QoS and video service prices. The Internet service provider (ISP)'s market share increases with the difference in the value of the two video services and decreases with the difference in the corresponding costs. Numerical results illustrate the effect of QoS price on content price, the variation of prices and profit with QoS price, and the variation of prices and market shares with the benefit of QoS. The ISP may sell QoS to users at a lower price than when QoS is sold to the OTT provider.

The Influence of YouTube "Mukbang" Content Characteristics on Viewers' Satisfaction and Word-of-Mouth Intentions

  • Jeong Sun LEE;Seunghyeon LEE;Seong Soo CHA
    • 산경연구논집
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    • 제15권9호
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    • pp.1-9
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    • 2024
  • Purpose: This study examines the impact of YouTube mukbang content characteristics on viewer satisfaction and word-of-mouth behavior. Drawing from theories in media psychology, consumer behavior, and communication studies, we investigate five key content characteristics: credibility, entertainment value, informativeness, visual appeal, and auditory quality. Research design, data and methodology: Using structural equation modeling with data from 206 mukbang viewers, we test hypothesized relationships between these characteristics, viewer satisfaction, and word-of-mouth behavior. Results: Research reveal that credibility and informativeness significantly and positively influence viewer satisfaction, while entertainment value, visual appeal, and auditory quality show no significant effect. Viewer satisfaction positively impacts word-of-mouth behavior. These findings challenge conventional assumptions about video content consumption and highlight the unique nature of mukbang viewing. Conclusions: The study contributes to digital content consumption literature by providing empirical evidence of factors influencing viewer engagement in the mukbang context. It offers practical insights for content creators, marketers, and platform developers, emphasizing the importance of informative and credible content in driving viewer satisfaction and promoting positive word-of-mouth. By extending established media theories to this emerging form of digital entertainment, our research paves the way for future studies. The study's limitations, including its cross-sectional nature and specific cultural context, suggest directions for future research.

Research trends in the Korean Journal of Women Health Nursing from 2011 to 2021: a quantitative content analysis

  • Ju-Hee Nho;Sookkyoung Park
    • 여성건강간호학회지
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    • 제29권2호
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    • pp.128-136
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    • 2023
  • Purpose: Topic modeling is a text mining technique that extracts concepts from textual data and uncovers semantic structures and potential knowledge frameworks within context. This study aimed to identify major keywords and network structures for each major topic to discern research trends in women's health nursing published in the Korean Journal of Women Health Nursing (KJWHN) using text network analysis and topic modeling. Methods: The study targeted papers with English abstracts among 373 articles published in KJWHN from January 2011 to December 2021. Text network analysis and topic modeling were employed, and the analysis consisted of five steps: (1) data collection, (2) word extraction and refinement, (3) extraction of keywords and creation of networks, (4) network centrality analysis and key topic selection, and (5) topic modeling. Results: Six major keywords, each corresponding to a topic, were extracted through topic modeling analysis: "gynecologic neoplasms," "menopausal health," "health behavior," "infertility," "women's health in transition," and "nursing education for women." Conclusion: The latent topics from the target studies primarily focused on the health of women across all age groups. Research related to women's health is evolving with changing times and warrants further progress in the future. Future research on women's health nursing should explore various topics that reflect changes in social trends, and research methods should be diversified accordingly.

Modeling slump of concrete with fly ash and superplasticizer

  • Yeh, I-Cheng
    • Computers and Concrete
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    • 제5권6호
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    • pp.559-572
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    • 2008
  • The effects of fly ash and superplasticizer (SP) on workability of concrete are quite difficult to predict because they are dependent on other concrete ingredients. Because of high complexity of the relations between workability and concrete compositions, conventional regression analysis could be not sufficient to build an accurate model. In this study, a workability model has been built using artificial neural networks (ANN). In this model, the workability is a function of the content of all concrete ingredients, including cement, fly ash, blast furnace slag, water, superplasticizer, coarse aggregate, and fine aggregate. The effects of water/binder ratio (w/b), fly ash-binder ratio (fa/b), superplasticizer-binder ratio (SP/b), and water content on slump were explored by the trained ANN. This study led to the following conclusions: (1) ANN can build a more accurate workability model than polynomial regression. (2) Although the water content and SP/b were kept constant, a change in w/b and fa/b had a distinct effect on the workability properties. (3) An increasing content of fly ash decreased the workability, while raised the slump upper limit that can be obtained.

Harmonic Structure Features for Robust Speaker Diarization

  • Zhou, Yu;Suo, Hongbin;Li, Junfeng;Yan, Yonghong
    • ETRI Journal
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    • 제34권4호
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    • pp.583-590
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    • 2012
  • In this paper, we present a new approach for speaker diarization. First, we use the prosodic information calculated on the original speech to resynthesize the new speech data utilizing the spectrum modeling technique. The resynthesized data is modeled with sinusoids based on pitch, vibration amplitude, and phase bias. Then, we use the resynthesized speech data to extract cepstral features and integrate them with the cepstral features from original speech for speaker diarization. At last, we show how the two streams of cepstral features can be combined to improve the robustness of speaker diarization. Experiments carried out on the standardized datasets (the US National Institute of Standards and Technology Rich Transcription 04-S multiple distant microphone conditions) show a significant improvement in diarization error rate compared to the system based on only the feature stream from original speech.

Performance Analysis of GLTF/GLB to Improve 3D Content Rendering Performance

  • Jae Myeong Choi;Ki-Hong Park
    • Journal of Platform Technology
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    • 제11권4호
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    • pp.13-18
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    • 2023
  • 3D content rendering is one of the important factors that give a sense of realism when creating content, and this process takes a lot of time. In this paper, we proposed a method to improve rendering performance by reducing the vast amount of 3D data in the web environment, and conducted a performance test using DEM and 3D model elevation data. As a result of the experiment, the digital elevation model showed faster performance than the Blender-based 3D modeling, but when the screen was moved using OrbitControl, the fps dropped momentarily. In the case of Terrain, if the range is limited to a speed that maintains 24 to 60 fps using frustum culling and LOD techniques, it is considered that a higher quality map can be produced than GeoTIFF.

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역사·문화콘텐츠를 활용한 도시재생이 주민참여와 삶의 만족도에 미치는 영향 : 인천 개항장 문화지구 중심으로 (The Effect of Historical and Cultural Content-based Urban Regeneration on Resident Participation and Life Satisfaction : Focusing on Incheon Open Port Cultural District)

  • 정영미
    • 도시과학
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    • 제11권1호
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    • pp.59-68
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    • 2022
  • This study, the meaning of historical and cultural content utilization in urban regeneration was examined and in the process, the causal relationship between each variable was verified through path analysis among physical, cultural, social, and economic factors. The purpose of this study is to find the main variables of historical and cultural content urban regeneration projects in which the moderating effect of economic factors and demographic characteristics, which are mediating effects, have a significant effect on resident participation and life satisfaction of local residents. Furthermore, by presenting a more integrated and effective urban regeneration policy plan, it is intended to ultimately contribute to the vitalization and direction of urban regeneration.

어린이 노출평가를 위한 점토류의 피부 점착률 산출 (Determination of Skin Adhesion Rate of Children's Modeling Clay for Exposure Assessment)

  • 곽수영;임미영;신혜린;박지영;이기영
    • 한국환경보건학회지
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    • 제44권3호
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    • pp.238-243
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    • 2018
  • Objectives: The purpose of this study was to determine skin adhesion rate of children's modeling clay for exposure assessment. Methods: Children's modeling clays were classified into 10 categories as PVA clay, PVA soft clay, starch-based clay, foam clay, rubber clay, oil clay, muddy clay, terra clay, paper clay and slime. A total of 26 children's clay goods was selected. Moisture content (%) and hardness of clays were measured. Five adults aged 20 to 25were recruited for experiment. Gravimetric difference of modeling clay was determined after 3 minutes playing time. Skin adhesion rate ($g/min/cm^2$) was estimated bythe amount of skin adhesion per minute (g/min) and each individual's palm surface area ($cm^2$). Results: Twenty four of the 26 children's modeling clay products were adhesive to skins. Two products of foam and rubber clay were not adhered to skin. For the 24 products, the average skin adhesion rate was $5.5{\times}10^{-4}{\pm}4.0{\times}10^{-4}g/min/cm^2$. The highest skin adhesion rate was $1.3{\times}10^{-3}{\pm}4.4{\times}10^{-4}g/min/cm^2$ for paper clay. The lowest skin adhesion rate was $4.6{\times}10^{-5}{\pm}1.1{\times}10^{-4}g/min/cm^2$ for oil clay. The skin adhesion rate was increased with increase of moisture content. Adhesion rates of some clays were varied by person and testing trials. Conclusion: The study determined skin adhesion rate of children's modeling clay. The adhesion rate is useful for exposure and risk assessments and setting safety guideline to protect children's health.

사과박의 펙틴 추출을 위한 압출 공정 모형화 (Modeling of Extrusion for Pectin Extraction from Apple Pomace)

  • 조용진;김종태;김철진;황재관
    • 한국식품과학회지
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    • 제31권4호
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    • pp.1011-1016
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    • 1999
  • 식물의 세포벽 모형에 근거하여 고온고압의 조건하에서 기계적인 전단웅력을 식물 세포벽에 가할 경우 수용성 다당류를 효과적으로 분리할 수 있다는 가설에 근거하여 사과박으로부터 펙틴을 추출하기 위해 압출처리법을 도입하였다. L/D비가 20: 1인 동방향완전맞물림형 이축압출기를 이용하여 압출기의 축회전수, 원료의 공급률 및 원료의 수분함량을 공정변수로 하고 압출기의 비기계에너지를 시스템의 매개변수로 하여 압출처리에 의한 수용성 다당류의 수율, 평균 분자량 및 galacturonic acid 함량을 분석한 후, 각각의 모형을 개발하였다. 펙틴의 수율과 품질을 동시에 비교해 볼때, 비기계에너지를 증가시키면 펙틴의 수율이 향상되는 것으로 나타났으나, 수율을 향상시키는 압출조건은 품질의 저하를 초래하는 것으로 나타났다. 비기계에너지가 191 kWh/ton인 고강도의 추출조건에서 수율은 20.1%로 나타나 기존의 산처리법에 의한 14.4% 수율보다 월등히 향상된 수율을 얻을 수 있었다. 한편, 비기계에너지가 96 kWh/ton인 저강도의 추출조건에서는 분자량이 240,000인 펙틴을 얻을 수 있어 산처리시 분자량 181,000의 펙틴보다 훨씬 양질의 펙틴을 얻을 수 있었다. 따라서, 목표로 하는 품질의 펙틴을 생산할 수 있으면서 최고의 수율을 얻을 수 있는 압출조건을 설정해야 하며, 이를 위해서 본 연구에서 제시한 펙틴의 수율 및 품질 모형을 이용할 수 있다.

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건축문화유산의 공간경험 디자인 - 지능형 콘텐츠 서비스 플랫폼과 정보표현체계 - (Designing Augmented Spatial Experiences of Architectural Heritage - Information Modeling for Intelligent Content Service Platform -)

  • 장선영;김성준;김성아
    • 대한건축학회논문집:계획계
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    • 제35권4호
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    • pp.15-24
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    • 2019
  • Currently, museums and architectural heritage provide augmented user experiences by incorporating various media technologies. They still, however, suffer from the limitation of entertainment-based and the provision of location-based simple and repetitive contents. In addition, while acting as a key medium of experience for architectural heritage, the concept of space is not properly reflected in current services. The purpose of this study is to design user space experience considering such characteristics of architectural heritage. The spatial experience content and content production platform are defined. This software platform creates content that enhances the experience of the place by giving a context-based digital data associated with space and objects. The spatial experience content is designed as a series of experience sequences. The composition of the sequence borrows the method of film and narrative which segment and connect consecutive experiences on a scene basis considering user's detailed spatial experience. Therefore, content components can be combined and reproduced in various types. Augmented contents were extracted by using rule-based reasoning function of ontology at the moment. As a practical example of architectural heritage, the Seokjojeon Hall is used to reveal a spatial experience scenario.