发布求助
文献互助 智能选刊 最新文献

Int. J. Inf. Syst. Model. Des.最新文献

筛选
英文 中文
Software Architecture Recovery Using Integrated Dependencies Based on Structural, Semantic, and Directory Information 使用基于结构、语义和目录信息的集成依赖的软件架构恢复
Int. J. Inf. Syst. Model. Des. Pub Date : 2022-01-01 DOI: 10.4018/ijismd.297060
Shiva Prasad Reddy Puchala, J. Chhabra, Amit Rathee
{"title":"Software Architecture Recovery Using Integrated Dependencies Based on Structural, Semantic, and Directory Information","authors":"Shiva Prasad Reddy Puchala, J. Chhabra, Amit Rathee","doi":"10.4018/ijismd.297060","DOIUrl":"https://doi.org/10.4018/ijismd.297060","url":null,"abstract":"Architecture recovery techniques study dependencies in source code and reconstruct architecture. Most techniques either use structural or semantic dependencies and it is observed that the use of directory information helps in improving architecture recovery. The research carried out to date has focused on using the semantic information in a very limited manner, and directory information in a trivial manner without considering directory hierarchy. Further, all three (structural, semantic, and directory-structure) are reported to be very useful in architecture recovery but have not been used in a combined manner at all. So, this paper proposes a new scheme for architecture recovery using a weighted combination of all three dependencies. A new approach is designed to effectively mine semantic dependencies and extract directory dependencies. Finally, different dependency schemes are evaluated with four clustering algorithms on three open-source projects. The obtained results show that the proposed scheme performs better than the existing approaches in architecture recovery.","PeriodicalId":289800,"journal":{"name":"Int. J. Inf. Syst. Model. Des.","volume":"249 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133688355","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Multi-Class Plant Leaf Disease Detection Using a Deep Convolutional Neural Network 基于深度卷积神经网络的多类植物叶片病害检测
Int. J. Inf. Syst. Model. Des. Pub Date : 2022-01-01 DOI: 10.4018/ijismd.315126
S. Jadhav, Anisha M. Lal
{"title":"Multi-Class Plant Leaf Disease Detection Using a Deep Convolutional Neural Network","authors":"S. Jadhav, Anisha M. Lal","doi":"10.4018/ijismd.315126","DOIUrl":"https://doi.org/10.4018/ijismd.315126","url":null,"abstract":"Traditional machine learning methods of plant leaf disease detection lack successful performances due to poor feature representation and correlation. This paper presents a novel methodology for automatic plant leaf disease detection using cascaded deep convolutional neural network (CDCNN) which focusses on increasing the feature representation and correlation factors. It provides distinctive features that gives low intra-class variability and higher inter-class variability. CDCNN were performed on a plant-village leaf disease database which consists of 13 classes of tomato, potato, and pepper bell plant diseases; DCNN model performs better with an overall accuracy, recall, and precision of 98.50%, 0.98, and 0.97 respectively. Additionally, performance of the proposed algorithm is evaluated on real time cotton leaf database for bacterial blight, leaf miner, and spider mite diseases detection and provides 99.00% accuracy. The proposed DCNN outperforms well compared to traditional machine learning and deep learning models and is able to detect the diseases present in the leaves of the plant.","PeriodicalId":289800,"journal":{"name":"Int. J. Inf. Syst. Model. Des.","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121128151","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Determinants of ERP Adoption, User Satisfaction, and User Engagement ERP采用、用户满意度和用户参与度的决定因素
Int. J. Inf. Syst. Model. Des. Pub Date : 2022-01-01 DOI: 10.4018/ijismd.297044
P. Mohanty, S. Sekhar, P. Shahaida
{"title":"Determinants of ERP Adoption, User Satisfaction, and User Engagement","authors":"P. Mohanty, S. Sekhar, P. Shahaida","doi":"10.4018/ijismd.297044","DOIUrl":"https://doi.org/10.4018/ijismd.297044","url":null,"abstract":"Based on the theory of reasoned action (TRA) and the diffusion of innovation framework, this study examines the key determinants and outcomes of enterprise resource planning (ERP) adoption. The study specifically investigated the impact of system quality and user training on ERP adoption intention. Further, the impacts of ERP adoption intention and personal innovativeness on ERP adoption were also studied. User satisfaction with ERP and user engagement were considered as the two outcomes of ERP adoption. To achieve these objectives, an online survey was conducted and data was collected from 180 ERP users across multiple industries in India to understand their perception of such matters. Structural equation modeling using the partial least square approach was used to test the proposed hypotheses. The results of SEM analysis supported all the hypotheses under investigation. These results provide relevant evidence that may encourage organizations to understand the key determinants of successful ERP adoption and its significant impacts on user satisfaction with ERP and user engagement.","PeriodicalId":289800,"journal":{"name":"Int. J. Inf. Syst. Model. Des.","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131261479","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Simulated Workbench Design for Characterisation and Selection of Appropriate Outlier Ensemble Algorithm 仿真工作台的设计及离群值集成算法的选择
Int. J. Inf. Syst. Model. Des. Pub Date : 2022-01-01 DOI: 10.4018/ijismd.315024
D. Divya, M. Bhasi, Manish Kumar
{"title":"Simulated Workbench Design for Characterisation and Selection of Appropriate Outlier Ensemble Algorithm","authors":"D. Divya, M. Bhasi, Manish Kumar","doi":"10.4018/ijismd.315024","DOIUrl":"https://doi.org/10.4018/ijismd.315024","url":null,"abstract":"Outlier ensembles can enhance the performance of outlier detection algorithms. However, identification of an appropriate outlier ensemble algorithm for the given application is a difficult task. In order to achieve this function, the performance features of outlier ensembles with gathered data types containing a certain set of outliers have been characterised and their ensemble performance analysed in this paper. The proposed methodology suggests comparing data and anomalous features of a given real time application to the data set available in the proposed workbench. Users can use the results of experiments conducted using the workbench to identify highly efficient algorithms for their application without undertaking further analysis once matching data is located in the workbench. Therefore, this research paper act as a recommendation system that enables data scientists from various fields to pick an effective outlier ensemble for their application.","PeriodicalId":289800,"journal":{"name":"Int. J. Inf. Syst. Model. Des.","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128328766","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Design Methodology for Modeling Flexible Business Processes 灵活业务流程建模的设计方法
Int. J. Inf. Syst. Model. Des. Pub Date : 2022-01-01 DOI: 10.4018/ijismd.315025
Imen Ben Said, M. Chaâbane, R. Bouaziz
{"title":"A Design Methodology for Modeling Flexible Business Processes","authors":"Imen Ben Said, M. Chaâbane, R. Bouaziz","doi":"10.4018/ijismd.315025","DOIUrl":"https://doi.org/10.4018/ijismd.315025","url":null,"abstract":"Business process flexibility is a major challenge since it is crucial to consider the current environment, which is becoming very fluctuating, and to adapt processes accordingly. To deal with this issue, version-based approach is recognized as a key notion. This approach allows defining several versions for each process to take into account the significant changes occurring to this process while keeping track of updates. Several contributions have proposed solutions based on versions to deal with process flexibility. However, to the authors' knowledge, none of them offered a version derivation approach under a design methodology to help designers to model and handle versions of processes. So, this paper recommends a design methodology based on versions, including a derivation approach to create new versions based on previously modeled ones.","PeriodicalId":289800,"journal":{"name":"Int. J. Inf. Syst. Model. Des.","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131619322","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Implementation of Enterprise Resource Planning (ERP) Systems in the Gig Economy: Revolutionizing the Digital Transformation 零工经济中企业资源规划(ERP)系统的实施:革命性的数字化转型
Int. J. Inf. Syst. Model. Des. Pub Date : 2021-10-01 DOI: 10.4018/ijismd.288554
Aastha Behl, K. Rajagopal, P. Sheorey
{"title":"Implementation of Enterprise Resource Planning (ERP) Systems in the Gig Economy: Revolutionizing the Digital Transformation","authors":"Aastha Behl, K. Rajagopal, P. Sheorey","doi":"10.4018/ijismd.288554","DOIUrl":"https://doi.org/10.4018/ijismd.288554","url":null,"abstract":"Gig economy has played a significant role in the country's economic development and has led to the growth in the employment of the people worldwide by supplementing the primary income of the people. With the security and autonomy that the gig sector promises, people choose to work as gig workers rather than traditional workers. Almost every company uses an enterprise resource planning system (ERPs) to some extent or the other to improve its performance and competitiveness. This paper devises a conceptual model describing how ERP systems help improve the human resource management of the gig workers, maintain customer relations, and bring digital transformation to its business. The research model would provide an understanding of diagnosing how the ERP system can help improve the conditions of the gig workers and the potential problems faced by them in the areas where the ERP system is not working efficiently. The framework would provide insights in simplifying the implementation of ERP in the gig sector that would be useful in the future.","PeriodicalId":289800,"journal":{"name":"Int. J. Inf. Syst. Model. Des.","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115323601","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effect of Change Agent Leadership Style on Successful ERP Implementation and Firm Performance: Empirical Evidence 变革主体领导风格对ERP成功实施和企业绩效的影响:实证证据
Int. J. Inf. Syst. Model. Des. Pub Date : 2021-10-01 DOI: 10.4018/ijismd.288555
N. Vihari, Mohit Yadav
{"title":"Effect of Change Agent Leadership Style on Successful ERP Implementation and Firm Performance: Empirical Evidence","authors":"N. Vihari, Mohit Yadav","doi":"10.4018/ijismd.288555","DOIUrl":"https://doi.org/10.4018/ijismd.288555","url":null,"abstract":"The study aims to measure Change Agent’s Leadership style on successful ERP Implementation and Organizational Performance. The data was collected through a self-administered questionnaire from 290 employees working in 14 knowledge-based companies in United Arab Emirates with a response rate of 69.04%. The study uses cross sectional research design with snowball sampling method and data were collected using online survey method. Some of the findings include, all the three leadership styles (transformational, transactional, and laissez-faire) significantly contribute to ERP implementation success and in turn impacts Firm Performance. Transformational leadership style of change agent is found to have highest impact on Firm Performance with ERP implementation acting as a partial mediator. Present study opened the doors by linking leadership style with ERP implementation towards multidimensionality of change agent’s reach not being limited to some aspects. Practitioners can use the insights in understanding the impact of change agent’s deployment in organization.","PeriodicalId":289800,"journal":{"name":"Int. J. Inf. Syst. Model. Des.","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122077852","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
An Incremental Model Projection Applied to Streamline Software Architecture Assessment and Monitoring 增量模型投影在简化软件体系结构评估与监控中的应用
Int. J. Inf. Syst. Model. Des. Pub Date : 2021-07-01 DOI: 10.4018/ijismd.2021070102
Salim Kadri, Sofiane Aouag, D. Hedjazi
{"title":"An Incremental Model Projection Applied to Streamline Software Architecture Assessment and Monitoring","authors":"Salim Kadri, Sofiane Aouag, D. Hedjazi","doi":"10.4018/ijismd.2021070102","DOIUrl":"https://doi.org/10.4018/ijismd.2021070102","url":null,"abstract":"Managing software architecture represents a big challenge throughout the development lifecycle. The complexity of the involved structural elements and the relations among them make the specified models look oversized and fuzzy, which makes the architecture incomprehensible, hard to maintain, and difficult to assess its quality. This paper's goal is to propose a powerful methodology for simplifying and reducing models' complexity to increase understandability, smoothing maintenance, and facilitating architecture monitoring and assessment. For this purpose, the authors rely heavily on two major concepts, multi-view modeling, and incremental model projection. The multi-viewing requires that all models must have two main views to describe the architecture and the mapping to its relevant quality attributes. The incremental projection is a methodology used to specialize and minimize models progressively to make them simpler and clearer. The results show that projecting models incrementally can reduce and narrow them significantly.","PeriodicalId":289800,"journal":{"name":"Int. J. Inf. Syst. Model. Des.","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125159060","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Service Design as a Catalyst for Patient-Centered eHealth Innovation: An Architectural Design Framework for Cloud-Based Maternal Health Information Service in Underserved Setting 服务设计作为以患者为中心的电子健康创新的催化剂:服务不足环境中基于云的孕产妇健康信息服务的架构设计框架
Int. J. Inf. Syst. Model. Des. Pub Date : 2021-07-01 DOI: 10.4018/ijismd.20210701.oa1
D. Nyatuka, R. D. L. Harpe
{"title":"Service Design as a Catalyst for Patient-Centered eHealth Innovation: An Architectural Design Framework for Cloud-Based Maternal Health Information Service in Underserved Setting","authors":"D. Nyatuka, R. D. L. Harpe","doi":"10.4018/ijismd.20210701.oa1","DOIUrl":"https://doi.org/10.4018/ijismd.20210701.oa1","url":null,"abstract":"Today's healthcare industry is confronted with a myriad of challenges amidst emerging trends and opportunities which trigger a paradigm shift in healthcare design from stand-alone products to holistic services. These three dimensions are critical in assessing and managing healthcare, particularly in underserved settings. This study aims to maximize opportunities presented by both design and information and communication technologies to enhance the implementation of integrated people-centered health services. It is a qualitative study conducted across six government health facilities within Nairobi slums in Kenya as a case study of maternal health information services. Co-design-oriented service design research strategy is employed while a representative sample of (n=47) participants is drawn from different stakeholders in the public health sector. An architectural design framework for cloud-based patient-centered health information service is designed to support maternal care in underserved settings. A prototype service (AfyaTab app) is developed as a proof-of-concept of the proposed design solution.","PeriodicalId":289800,"journal":{"name":"Int. J. Inf. Syst. Model. Des.","volume":"16 3","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120824123","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
A Heuristic Approach to Use Behavioral Models to Design for Change: Refining and Validating the Persuasive and Motivational Design Method 使用行为模型进行变革设计的启发式方法:改进和验证说服和动机设计方法
Int. J. Inf. Syst. Model. Des. Pub Date : 2021-07-01 DOI: 10.4018/ijismd.2021070103
Danny Oldenhave, S. Hoppenbrouwers, T. V. D. Weide
{"title":"A Heuristic Approach to Use Behavioral Models to Design for Change: Refining and Validating the Persuasive and Motivational Design Method","authors":"Danny Oldenhave, S. Hoppenbrouwers, T. V. D. Weide","doi":"10.4018/ijismd.2021070103","DOIUrl":"https://doi.org/10.4018/ijismd.2021070103","url":null,"abstract":"PMD is a method to design for sustainable behavior change within organizations concerning the introduction of innovation. An earlier evaluation of PMD among users and a use case resulted in the need for refinements. In this paper, the authors describe the refined version of PMD and validate this in another case, in which a solution based on the interaction elements resulting from the PMD method was created for a company. Based on data acquired, they designed models of current and requested behavior. They selected the right interaction elements to facilitate the target audience in a change of behavior. After implementing the solution at the pre-fab concrete company, the authors observed a change in behavior among users, growing towards the behavior required to reach the set business objectives. The research allowed for the creation, evaluation, and validation of the PMD method itself in a real-life situation and showed that it is possible, at least in the use case in this research, to design for a required behavior change to increase adoption of innovations in organizations.","PeriodicalId":289800,"journal":{"name":"Int. J. Inf. Syst. Model. Des.","volume":"56 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114324565","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
首页 上一页 下一页 尾页
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整，为了账户安全，请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们：info@booksci.cn Book学术提供免费学术资源搜索服务，方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号：481959085
Book学术官方微信