2015 10th International Conference on Intelligent Systems: Theories and Applications (SITA)最新文献_第2页

Towards an assessment model of end user satisfaction and data quality in Business Intelligence systems 面向商业智能系统中终端用户满意度和数据质量的评估模型

2015 10th International Conference on Intelligent Systems: Theories and Applications (SITA) Pub Date : 2015-12-17 DOI: 10.1109/SITA.2015.7358431

Sara Bouchana, M. Idrissi

{"title":"Towards an assessment model of end user satisfaction and data quality in Business Intelligence systems","authors":"Sara Bouchana, M. Idrissi","doi":"10.1109/SITA.2015.7358431","DOIUrl":"https://doi.org/10.1109/SITA.2015.7358431","url":null,"abstract":"While substantial business investment in business intelligence systems (BIS) is continuing to accelerate, there is an urgent need of specific and rigorous methods to assess their performance and effectiveness. There are some scholars that have handled the measurement of Business Intelligence (BI) from a value perspective; others have chosen to assess the BI process, while some have tried to rather evaluate the performance of BI systems. However, there are practically no empirical research papers at hand concerning the measurement of BI systems seen from a product perspective. Therefore, we propose in this paper a product oriented evaluation of two major aspects of BIS: end user satisfaction with the intelligence produced by BIS and the quality of the data conveyed to end users. By exploiting the lessons learned from prior attempts to measure those two dimensions in information systems, we present a new evaluation model that is based on an understanding of the characteristics and the intelligence produced by BIS. We then propose a list of dimensions to be assessed in an examination of the relationship between end user's satisfaction and the quality of data conveyed to them. In this paper, multiple definitions of business intelligence in the literature are presented; besides, business intelligence systems measurement from different points of view is addressed. The purpose of this paper is to present an assessment model of end user satisfaction and data quality in BIS that participates towards the development of an evaluation approach of business intelligence systems seen from a product perspective.","PeriodicalId":174405,"journal":{"name":"2015 10th International Conference on Intelligent Systems: Theories and Applications (SITA)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131889427","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: 8

Cybercrime profiling: Text mining techniques to detect and predict criminal activities in microblog posts 网络犯罪分析:在微博帖子中检测和预测犯罪活动的文本挖掘技术

2015 10th International Conference on Intelligent Systems: Theories and Applications (SITA) Pub Date : 2015-12-17 DOI: 10.1109/SITA.2015.7358435

Salim Alami, O. Beqqali

引用次数: 28

A fingerprint recognition framework using Artificial Neural Network 基于人工神经网络的指纹识别框架

2015 10th International Conference on Intelligent Systems: Theories and Applications (SITA) Pub Date : 2015-12-17 DOI: 10.1109/SITA.2015.7358382

Ridouane Oulhiq, Saad Ibntahir, Marouane Sebgui, Z. Guennoun

引用次数: 9

Mapping in GAV context GAV上下文中的映射

2015 10th International Conference on Intelligent Systems: Theories and Applications (SITA) Pub Date : 2015-12-17 DOI: 10.1109/SITA.2015.7358376

M. Yazidi, A. Zellou, A. Idri

引用次数: 4

Soft assignment vs hard assignment coding for bag of visual words 视觉词包的软分配与硬分配编码

2015 10th International Conference on Intelligent Systems: Theories and Applications (SITA) Pub Date : 2015-12-17 DOI: 10.1109/SITA.2015.7358422

Hiba Chougrad, Hamid Zouaki, Omar Alheyane

引用次数: 3

Towards an interpretable Rules Ensemble algorithm for classification in a categorical data space 面向分类数据空间的可解释规则集成算法

2015 10th International Conference on Intelligent Systems: Theories and Applications (SITA) Pub Date : 2015-12-17 DOI: 10.1109/SITA.2015.7358390

Mohamed Azmi, A. Berrado

引用次数: 4

Conceptual alignment between SPEM-based processes and CMMI 基于spem的过程和CMMI之间的概念一致性

2015 10th International Conference on Intelligent Systems: Theories and Applications (SITA) Pub Date : 2015-12-17 DOI: 10.1109/SITA.2015.7358391

Noureddine Kerzazi

{"title":"Conceptual alignment between SPEM-based processes and CMMI","authors":"Noureddine Kerzazi","doi":"10.1109/SITA.2015.7358391","DOIUrl":"https://doi.org/10.1109/SITA.2015.7358391","url":null,"abstract":"In the course of process improvement, software organizations attempt to concurrently implement practices that originate from different models, extracting the best from each. Issues of integration and compliance are raised due to missing conceptual view. This paper presents a new method for an explicit alignment between SPEM-based software process modeling and CMMI corpus of best practices. The alignment of process activities with CMMI goes beyond the maturity assessment; it sustains the conceptualization of introducing new software engineering practices at the process-level and open a new topic of combining conceptually parts of different process models. Our method extends the SPEM Meta-model by introducing new interface to CMMI Meta-data. This extension allows visualization of the practices' intentions within the activity breakdown structure. In addition, it offers a conceptual assessment of process maturity level according to CMMI scales. The method has been fully implemented in a process modeling tool and applied in both academic and industrial contexts to justify improvement opportunities through meaningful dashboards.","PeriodicalId":174405,"journal":{"name":"2015 10th International Conference on Intelligent Systems: Theories and Applications (SITA)","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115286533","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: 9

Strategic Alignment and Information System project portfolio optimization model 战略整合与信息系统项目组合优化模型

2015 10th International Conference on Intelligent Systems: Theories and Applications (SITA) Pub Date : 2015-12-17 DOI: 10.1109/SITA.2015.7358385

Salah Jadda, M. Idrissi

{"title":"Strategic Alignment and Information System project portfolio optimization model","authors":"Salah Jadda, M. Idrissi","doi":"10.1109/SITA.2015.7358385","DOIUrl":"https://doi.org/10.1109/SITA.2015.7358385","url":null,"abstract":"With the evolution of Information and Communication Technology (ICT), Information Systems (IS) have become complex and difficult to control in the absence of definite necessary accompanying measures and lack of adherence of all stakeholders. Thus, a serious problem has faced organizations: how to develop Information Systems that provide both a better alignment with the organization's business strategy and a better added value? In this paper, we propose an optimization model that addresses this problem by providing a strategic alignment (SA) approach of IS projects while maximizing the value of projects. Strategic alignment is evaluated according to a well defined process that determines strategic axes, operational objectives, processes and functions of the information system to be developed according to a target of functional architecture. The project value is calculated according to criteria that each organization could define (estimated financial benefit, risk control, environmental efficiency, etc.). The model allows for determining IS project portfolio by taking into account the synergy created by projects that are located in the same portfolio, the constraints related to projects and resources.","PeriodicalId":174405,"journal":{"name":"2015 10th International Conference on Intelligent Systems: Theories and Applications (SITA)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115125496","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

Analyzing the non-functional requirements to improve accuracy of software effort estimation through case based reasoning 通过基于案例的推理分析非功能需求，提高软件工作量估算的准确性

2015 10th International Conference on Intelligent Systems: Theories and Applications (SITA) Pub Date : 2015-12-17 DOI: 10.1109/SITA.2015.7358402

Fadoua Fellir, Khalid Nafil, R. Touahni

{"title":"Analyzing the non-functional requirements to improve accuracy of software effort estimation through case based reasoning","authors":"Fadoua Fellir, Khalid Nafil, R. Touahni","doi":"10.1109/SITA.2015.7358402","DOIUrl":"https://doi.org/10.1109/SITA.2015.7358402","url":null,"abstract":"Producing accurate software effort estimation is essential for effective software project management that remains a considerable challenge to software engineering and software industry in general. Many methods have been proposed to increase the accuracy of estimating the software project size, effort, or cost. However, the primary focus has been on functional requirements FRs. We are convinced that the rigorous estimation requires a thorough knowledge of all the requirements of the software to be measured. Consequently, a clear identification of the FRs and NFRs as well as a strong understanding of the relationships existing between them is crucial to get measurements closer to reality. In this paper, we propose an early software size and effort estimation method based on a combination of COSMIC and case based reasoning that uses individual requirement measurements as a solution to improve the performance of CBR and to increase the precision of the estimations. This hybrid technique consists in adjusting the FRs measurements by the effect of NFRs with which they are connected. A new link requirements model is proposed in which the possible relationships existing between FRs and NFRs are expressed. This combination will help to efficiently include NFRs, and their relations with FRs, earlier in the measurement process and throughout the life cycle of the software development project.","PeriodicalId":174405,"journal":{"name":"2015 10th International Conference on Intelligent Systems: Theories and Applications (SITA)","volume":"147 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133164332","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: 4

Multi-criteria distribution network selection 多准则配电网选择

2015 10th International Conference on Intelligent Systems: Theories and Applications (SITA) Pub Date : 2015-12-17 DOI: 10.1109/SITA.2015.7358393

A. Elmokrini, L. Benabbou, A. Berrado

引用次数: 5