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Tourism Demand Forecasting with Multi-terminal Search Query Data and Deep Learning 23rd

Tourism Demand Forecasting with Multi-terminal Search Query ...

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23rd Wuhan International Conference on E-business (WHICEB)

作者： Hu, Zhongyi Li, Xue Misir, Mustafa Wuhan Univ Wuhan 430072 Peoples R China Duke Kunshan Univ Suzhou 215316 Peoples R China

ISBN: (纸本)9783031603266;9783031603242

This study aims to explore the effectiveness of multiple devices' search query in tourism demand forecasting. Accordingly, this study collects search data from computer and mobile devices, and proposed a hybrid deep learning model, namely MUL-CNN-LSTM, with improved structure accordingly. In the model, a dual CNN module is employed to extract deep features of search queries from multi-devices. Subsequently, the LSTM is applied to generate the prediction of tourism demand. By taking JiuZhaiGou Valley as a case, the empirical results of three groups of comparisons demonstrate that the proposed deep learning model, along with the multi-terminal search query data, significantly enhances forecasting performance.

关键词： Tourism demand forecasting Deep learning Search query data

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Trusted Provenance of Collaborative, Adaptive, Process-Based Data processing Pipelines

Trusted Provenance of Collaborative, Adaptive, Process-Based...

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Enterprise Design, Operations, and Computing (EDOC) Forum / IDAMS Workshop / SoEA4EE Workshop / IRESEARCH Workshop / MIDas4CS Workshop

作者： Stage, Ludwig Univ Groningen Informat Syst Grp Groningen Netherlands

ISBN: (纸本)9783031547119;9783031547126

The abundance of data nowadays provides a lot of opportunities to gain insights in many domains. Data processing pipelines are one of the ways used to automate different data processing approaches and are widely used by both industry and academia. In many cases data and processing are available in distributed environments and the workflow technology is a suitable one to deal with the automation of data processing pipelines and support at the same time collaborative, trial-and-error experimentation in term of pipeline architecture for different application and scientific domains. In addition to the need for flexibility during the execution of the pipelines, there is a lack of trust in such collaborative settings where interactions cross organisational boundaries. Capturing provenance information related to the pipeline execution and the processed data is common and certainly a first step towards enabling trusted collaborations. However, current solutions do not capture change of any aspect of the processing pipelines themselves or changes in the data used, and thus do not allow for provenance of change. Therefore, the objective of this work is to investigate how provenance of workflow or data change during execution can be enabled. As a first step we have developed a preliminary architecture of a service - the Provenance Holder - which enables provenance of collaborative, adaptive data processing pipelines in a trusted manner. In our future work, we will focus on the concepts necessary to enable trusted provenance of change, as well as on the detailed service design, realization and evaluation.

关键词： Provenance of Change Reproducibility Trust Collaborative Processes Data processing Pipelines Workflow evolution provenance Provenance of ad-hoc workflow change

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The Effects of Anthropomorphism of Government Q&A Robot on Users' Perceived Government Trust 1

引用

23rd Wuhan International Conference on E-business (WHICEB)

作者： Zhang, Min Li, Hui Lin, Wen Wuhan Univ Ctr Studies Informat Resources Wuhan 430072 Peoples R China Wuhan Univ Sch Informat Management Wuhan 430072 Peoples R China

ISBN: (数字)9783031602641

ISBN: (纸本)9783031602634;9783031602641

Government services have the characteristics of seriousness and authority that distinguish them from commercial services, and the application of anthropomorphism may strengthen the public's stereotypical impression of the government, cause negative attitudes towards the government, and reduce the credibility of the government if the application of anthropomorphism is completely copied from the experience in the commercial field, so it is necessary to explore the application of anthropomorphism of the government Q&A robot and its relationship with the government trust. With the level of anthropomorphism as the core, we select four influencing variables, namely, government affinity perception, service result valence, authoritarianism obeys personality, and government trust, formulate research hypotheses and construct an empirical research model, and conduct one pre-experiment and three formal experiments using the method of contextual manipulation experiments. The experimental results show that the anthropomorphism degree of the government Q&A robot positively affects government trust;government affinity perception plays a mediating role in the above process;service result valence moderates the relationship between the anthropomorphism degree of the government Q&A robot and government trust;and authoritarianism obeys personality moderates the relationship between the anthropomorphism degree of the government Q&A robot and government cognitive trust, but does not moderate the relationship between the anthropomorphism degree and government emotional trust.

关键词： Anthropomorphism Government Q&A robot Digital Government Government trust Authoritarianism obeys personality

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A Quantitative Study on Digital Health and Wellness Policies from the Combination Perspective of "Subject-Theme-Tool" 23rd

A Quantitative Study on Digital Health and Wellness Policies...

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23rd Wuhan International Conference on E-business (WHICEB)

作者： Wu, Jiang Liu, Yiyuan Chen, Haodong Huang, Xiao Wang, Yufan Wuhan Univ Sch Informat Management Wuhan 430072 Peoples R China Wuhan Univ Ctr E Commerce Res & Dev Wuhan 430072 Peoples R China Cent China Normal Univ Sch Informat Management Wuhan 430079 Peoples R China

ISBN: (纸本)9783031602597;9783031602603

[Purpose/Significance] The health and wellness sector comprises various domains, including healthcare, eldercare, medical services, and tourism. It has garnered significant public attention. In recent years, the rapid growth of digital technology has presented opportunities for enhancing the health and wellness industry. A systematic analysis of China's digital health and wellness policies and strategies is necessary to assess if current policies align with industry needs. This assessment aims to genuinely promote the digital empowerment of the health and wellness sector, align with China's national health strategy, thus offer fresh insights and directions for the adjustment of China's digital health and wellness industry. [Method/Process] To accomplish this, policy documents pertaining to digital health and wellness in China were retrieved from the Peking University's legal and regulatory database and the State Council Policy Document Library. Employing a "subject-theme-tool" framework, a comprehensive analysis of 160 central policy documents was conducted utilizing text econometrics, social network analysis, LDA theme modeling, and content analysis tools. [Results/Conclusion] The research findings reveal shortcomings in China's digital health policies, characterized by a lack of depth in the implementation of healthcare services. In addition, there appears an uneven distribution of policy instruments and a pressing need for enhanced coordination among policy stakeholders. Recommendations include a focus on the digital transformation and deployment of high-quality healthcare services, the promotion of policy tool optimization and equilibrium, the enhancement of a multi-party collaborative policy framework, and the formation of policy synergies across different domains.

关键词： digital health and well ness digital empowerment industrial policy policy content analysis

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A Vision for Flexible GLSP-Based Web Modeling Tools 16th

A Vision for Flexible GLSP-Based Web Modeling Tools

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16th IFIP WG 8.1 Working Conference on the Practice of Enterprise Modeling (PoEM) - Enterprise Modeling in the Circular Economy

作者： Bork, Dominik Langer, Philip Ortmayr, Tobias TU Wien Business Informat Grp Vienna Austria EclipseSource Vienna Austria

ISBN: (纸本)9783031485824;9783031485831

In the past decade, the modeling community has produced many feature-rich modeling editors and tool prototypes not only for modeling standards but particularly also for many domain-specific languages. More recently, however, web-based modeling tools have started to become increasingly popular in the industry for visualizing and editing models adhering to such languages. This new generation of modeling tools is built with web technologies and offers much more flexibility when it comes to their user experience, accessibility, reuse, and deployment options. One of the technologies behind this new generation of tools is the Graphical Language Server Platform (GLSP), an open-source clientserver framework hosted under the Eclipse foundation, which allows tool developers to build modern diagram editors for modeling tools that run in the browser or can be easily integrated into IDEs such as Eclipse, VS Code, or Theia. In this paper, we describe our vision for more flexible modeling tools which is based on our experiences from developing several traditional and web-based modeling tools in an industrial and academic context. With that, we aim at sparking a new line of research and innovation in the modeling community for modeling tool development practices and to explore opportunities, advantages, and limitations of web-based modeling tools, as well as bridge the gap between scientific tool prototypes and industrial tools being used in practice.

关键词： Web modeling Modeling tool GLSP LSP Language Server Protocol Flexibility Deployment Tool development

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A Domain-Specific e³value Extension for Analyzing Blockchain-Based Value Networks 16th

A Domain-Specific e<SUP>3</SUP>value Extension for Analyzing...

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16th IFIP WG 8.1 Working Conference on the Practice of Enterprise Modeling (PoEM) - Enterprise Modeling in the Circular Economy

作者： Curty, Simon Fill, Hans-Georg Univ Fribourg Digitalizat & Informat Syst Grp Bd Perolles 90 CH-1700 Fribourg Switzerland

ISBN: (纸本)9783031485824;9783031485831

Adopting blockchain technologies in organizations has multiple implications for business models. To make adoption successful, both the business as well as the technical perspectives must be carefully aligned. However, understanding the impact of the technological changes on business models is a challenge due to the technological complexity, the lack of knowledge in the organization, and regulatory requirements. Further, domain-specific modeling methods that inherently deal with blockchain concepts in business models are currently missing. To address this gap, we present an extension of the e3value modeling method to depict blockchain-specific aspects in value networks, including the automatic inference of transparency based on blockchain usage and configuration. The extended modeling method was implemented on the ADOxx metamodeling platform and applied to three exemplary use cases for a first evaluation.

关键词： Blockchain business model Enterprise modeling e(3) value Value network

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Team Faultlines in Online Visual Programming Learning Platform: Considering the Effect of Team Leaders' Characteristics 23rd

Team Faultlines in Online Visual Programming Learning Platfo...

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23rd Wuhan International Conference on E-business (WHICEB)

作者： Zhang, Xiaobin Shi, Zujun Qiu, Shouxiang Zhao, Ling Huazhong Univ Sci & Technol Wuhan 430074 Peoples R China

ISBN: (纸本)9783031602634;9783031602641

This study investigates the impact of faultlines, created by differences in multiple attribute characteristics among team members, on the learning performance of online programming teams, utilizing data from all studios on the Codemao platform. Contrasting with traditional offline work teams or online crowd-sourcing competition teams, online learning teams exhibit lower competitiveness and a more flexible internal structure. Our findings reveal that team faultlines impede team interaction, thereby negatively affecting overall team performance, and the leader ability controversially exacerbate the adverse effects of team faultlines on interaction and performance. We also discovered that task-oriented rather than relationship-oriented team management is more conducive for early-stage teams, serving as a complementary factor to mitigate the negative impacts of faultlines. Lastly, the study discusses the theoretical and practical implications of these findings, proposes future research directions, and acknowledges the limitations of the current research.

关键词： team faultlines virtual learning team team performance team leader's characteristics team interaction

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The Spillover Effect of Doctor's Knowledge Sharing on Their Online Consultation Volume 23rd

The Spillover Effect of Doctor's Knowledge Sharing on Their ...

引用

23rd Wuhan International Conference on E-business (WHICEB)

作者： Chen, Li Lai, Qianru Geng, Shuang Wang, Jie Lin, Yuxi Qian, Yuefeng Shenzhen Univ Coll Management Shenzhen 518060 Peoples R China

ISBN: (纸本)9783031603266;9783031603242

Doctors' online knowledge sharing enhances patients' access to medical knowledge and interactions between doctors and patients. Given its importance, previous studies have discussed the impact of doctors' knowledge sharing on patient choice. However, these studies mainly focus on the relationship between knowledge sharing and patients' choices within a single platform (i.e. online consultation platform). Very few studies notice the cross-platform spillover effect of doctors' knowledge sharing and compare the difference between the within-platform spillover effect and cross-platform spillover effects. Drawing on the theory of trust transfer, this study investigates the difference between the withinplatform and cross-platform effects of doctors' knowledge sharing on patients' consultation choices. We analyzed a panel dataset generated between 2017 and 2023 and found that doctors' knowledge has both with-in-platform and cross-platform spillover effects on the patient's choice. In addition, the within-platform spillover effect is stronger than the cross-platform spillover effect. The findings in this study provide vital managerial insights for knowledge-sharing platforms and healthcare platforms in their function management.

关键词： Health knowledge sharing Spillover effect Trust transfer

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Why College Students Prefer to Study on Online Video-Sharing Platforms: The Case of Bilibili Platform 1

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23rd Wuhan International Conference on E-business (WHICEB)

作者： Yang, Jing Zhang, Tingyu Gao, Jiaxin Bao, Zheshi Liang, Hongyan Zhang, Hangming Nanjing Univ Finance & Econ Coll Business Adm Nanjing Peoples R China Nanjing Univ Finance & Econ Hongshan Coll Nanjing Peoples R China Nanjing Univ Finance & Econ Sch Management Sci & Engn Nanjing Peoples R China

ISBN: (数字)9783031602641

ISBN: (纸本)9783031602634;9783031602641

Acknowledging the growing preference of university students for studying on the Bilibili platform, this study explores their motivations using the theory of transactional distance and social identity theory. The research investigates the relationship between perceived interactivity and students' continuance intention to study on Bilibili, with self-identity and social identity as mediating variables. The study also integrates emotional needs, based on social identity theory, as a moderating variable. Data from 371 valid survey responses out of 384 potential participants, predominantly senior students regularly using Bilibili for study, were analyzed. The findings reveal that perceived interactivity positively influences students' self-identity and social identity, which significantly enhances their intention to continue using Bilibili for educational purposes. The research demonstrates that perceived interactivity indirectly affects continuance intention, mediated by self-identity and social identity, while emotional needs positively moderate this mediating process.

关键词： Online video-sharing platform Bilibili platform Perceived Interactivity Self-identity Social identity

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VR-SDLC: A Context-Enhanced Life Cycle Visualization of Software-or-Systems Development in Virtual Reality 14th

VR-SDLC: A Context-Enhanced Life Cycle Visualization of Soft...

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14th International Symposium on business Modeling and Software Design (BMSD)

作者： Oberhauser, Roy Aalen Univ Comp Sci Dept Aalen Germany

ISBN: (纸本)9783031640728;9783031640735

As systems grow in complexity, so does their associated lifecycle and with it the need to manage the various elements, relations, and activities involved in the Software (or Systems) Development Life Cycle (SDLC). Various notations for system, software, or process modeling have been specified, such as the Systems Modeling Language (SysML), UnifiedModeling Language (UML), and business Process Model and Notation (BPMN) respectively, yet due to their target system and two-dimensional (2D) diagram focus, they are ill suited for visualizing a comprehensive contextualized view of the entire systems engineering or software engineering lifecycle. To address lifecycle modeling, the Lifecycle Modeling Language (LML) utilizes a relatively simple ontology and three primary diagrams while supporting extensibility. Yet lifecycle comprehension, analysis, collaboration, and contextual insights remain constrained by current 2D limitations. This paper contributes our Virtual Reality (VR) solution concept VR-SDLC for contextualized holistic visualization of SDLC elements, relations, and diagrams. Our prototype implementation utilizing LML demonstrates its feasibility, while a case study exhibits its potential.

关键词： Virtual Reality Systems Lifecycle Software Development Life Cycle Systems Engineering Software Engineering Systems Modeling Lifecycle Modeling Language (LML) Visualization

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