2014 IEEE Eighth International Conference on Research Challenges in Information Science (RCIS)最新文献_第5页

An energy-based model to optimize cluster visualization 基于能量的聚类可视化优化模型

2014 IEEE Eighth International Conference on Research Challenges in Information Science (RCIS) Pub Date : 2014-05-28 DOI: 10.1109/RCIS.2014.6861028

T. Dkaki, J. Mothe

{"title":"An energy-based model to optimize cluster visualization","authors":"T. Dkaki, J. Mothe","doi":"10.1109/RCIS.2014.6861028","DOIUrl":"https://doi.org/10.1109/RCIS.2014.6861028","url":null,"abstract":"Graphs are mathematical structures that provide natural means for complex-data representation. Graphs capture the structure and thus help modeling a wide range of complex real-life data in various domains. Moreover graphs are especially suitable for information visualization. Indeed the intuitive visual-abstraction (dots and lines) they provide is intimately associated with graphs. Visualization paves the way to interactive exploratory data-analysis and to important goals such as identifying groups and subgroups among data and helping to understand how these groups interact with each other. In this paper, we present a graph drawing approach that helps to better appreciate the cluster structure in data and the interactions that may exist between clusters. In this work, we assume that the clusters are already extracted and focus rather on the visualization aspects. We propose an energy-based model for graph drawing that produces an esthetic drawing that ensures each cluster will occupy a separate zone within the visualization layout. This method emphasizes the inter-groups interactions and still shows the inter-nodes interactions. The drawing areas assigned to the clusters can be user-specified (prefixed areas) or automatically crafted (free areas). The approach we suggest also enables handling geographically-based clustering. In the case of free areas, we illustrate the use of our drawing method through an example. In the case of prefixed areas, we first use an example from citation networks and then use another example to compare the results of our method to those of the divide and conquer approach. In the latter case, we show that while the two methods successfully point out the cluster structure our method better visualize the global structure.","PeriodicalId":288073,"journal":{"name":"2014 IEEE Eighth International Conference on Research Challenges in Information Science (RCIS)","volume":"89 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132686763","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

A novel approach to process mining: Intentional process models discovery 流程挖掘的一种新方法:有意流程模型发现

2014 IEEE Eighth International Conference on Research Challenges in Information Science (RCIS) Pub Date : 2014-05-28 DOI: 10.1109/RCIS.2014.6861040

G. Khodabandelou, Charlotte Hug, C. Salinesi

{"title":"A novel approach to process mining: Intentional process models discovery","authors":"G. Khodabandelou, Charlotte Hug, C. Salinesi","doi":"10.1109/RCIS.2014.6861040","DOIUrl":"https://doi.org/10.1109/RCIS.2014.6861040","url":null,"abstract":"So far, process mining techniques have suggested to model processes in terms of tasks that occur during the enactment of a process. However, research on method engineering and guidance has illustrated that many issues, such as lack of flexibility or adaptation, are solved more effectively when intentions are explicitly specified. This paper presents a novel approach of process mining, called Map Miner Method (MMM). This method is designed to automate the construction of intentional process models from process logs. MMM uses Hidden Markov Models to model the relationship between users' activities logs and the strategies to fulfill their intentions. The method also includes two specific algorithms developed to infer users' intentions and construct intentional process model (Map) respectively. MMM can construct Map process models with different levels of abstraction (fine-grained and coarse-grained process models) with respect to the Map metamodel formalism (i.e., metamodel that specifies intentions and strategies of process actors). This paper presents all steps toward the construction of Map process models topology. The entire method is applied on a large-scale case study (Eclipse UDC) to mine the associated intentional process. The likelihood of the obtained process model shows a satisfying efficiency for the proposed method.","PeriodicalId":288073,"journal":{"name":"2014 IEEE Eighth International Conference on Research Challenges in Information Science (RCIS)","volume":"155 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133269840","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: 11

Link formation in a telecommunication network 电信网络中的链路形成

2014 IEEE Eighth International Conference on Research Challenges in Information Science (RCIS) Pub Date : 2014-05-28 DOI: 10.1109/RCIS.2014.6861065

Erick Stattner

{"title":"Link formation in a telecommunication network","authors":"Erick Stattner","doi":"10.1109/RCIS.2014.6861065","DOIUrl":"https://doi.org/10.1109/RCIS.2014.6861065","url":null,"abstract":"Traditional network generation models aim to replicate global structural properties observed on various real-world networks (power law degree distribution, short average distance, community structure, etc.) through synthetic link formation mechanisms such as triadic closure or preferential attachment. Nowadays the large amount of data available allows to study more precisely the link formation processes and to compare the models to real situations. In this work, we analyse the communication activities of the users of a mobile telephony operator for studying the link formation process. The communications emitted and received by users are strong indicators for understanding the underlying mechanisms of the link formation process and highlighting how user attributes correlate with the formation process in such a network. In a first study conducted at a global level we show that the traditional mechanisms commonly used in network generation models are not the main link formation mechanisms involved in this network. In a second study, we analyse more precisely the link formation process by searching for correlations between some user attributes and the formation of the new links. These results provide valuable guidelines to the design of more realistic generation models taking into account network structure and node attributes.","PeriodicalId":288073,"journal":{"name":"2014 IEEE Eighth International Conference on Research Challenges in Information Science (RCIS)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129541330","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

Towards an agile feature composition for a large scale software product lines 面向大规模软件产品线的敏捷特性组合

2014 IEEE Eighth International Conference on Research Challenges in Information Science (RCIS) Pub Date : 2014-05-28 DOI: 10.1109/RCIS.2014.6861086

Ikram Dehmouch

引用次数: 2

Toward variability management to tailor high dimensional index implementations 朝向可变性管理，以定制高维索引实现

2014 IEEE Eighth International Conference on Research Challenges in Information Science (RCIS) Pub Date : 2014-05-28 DOI: 10.1109/RCIS.2014.6861069

V. Köppen, Martin Schäler, R. Schröter

引用次数: 12

Business models alignment with reuse approach 业务模型与重用方法一致

2014 IEEE Eighth International Conference on Research Challenges in Information Science (RCIS) Pub Date : 2014-05-28 DOI: 10.1109/RCIS.2014.6861042

M. Radgui, R. Saidi, S. Mouline

引用次数: 3

Towards a co-evolution model for software product lines based on cladistics 基于分类学的软件产品线协同进化模型

2014 IEEE Eighth International Conference on Research Challenges in Information Science (RCIS) Pub Date : 2014-05-28 DOI: 10.1109/RCIS.2014.6861084

Anissa Benlarabi

{"title":"Towards a co-evolution model for software product lines based on cladistics","authors":"Anissa Benlarabi","doi":"10.1109/RCIS.2014.6861084","DOIUrl":"https://doi.org/10.1109/RCIS.2014.6861084","url":null,"abstract":"The evolution of a software product line is more challenging than the evolution of a single product, because its artifacts depend on many products. If a change is not well studied, it can break the integrity of the reference architecture of the software product line and all the derived products. Hence, when dealing with evolution, the understanding of change and its impact must be the most important activity. Biology is the science which studied evolution the most. Therefore it was necessary for us to understand evolution in biology in order to handle evolution in software product lines. This paper presents our approach to deal with change understanding in software product line using co-evolution analysis which was used in biology to understand how organisms influence each other during their evolution over time. Similarly to biological co-evolution, the co-evolution of artifacts of a software product line consists on analyzing how the evolution of an artifact influences the evolution of the others. The input data used in our approach are extracted from the history of changes that happened to each version of the software product. Our objective is to establish a co-evolution model for software product lines using Cladistics classification which illustrates the evolution of a population through an evolutionary tree.","PeriodicalId":288073,"journal":{"name":"2014 IEEE Eighth International Conference on Research Challenges in Information Science (RCIS)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116489435","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

Mining bipartite graphs to improve semantic pedophile activity detection 挖掘二部图改进语义恋童癖行为检测

2014 IEEE Eighth International Conference on Research Challenges in Information Science (RCIS) Pub Date : 2014-05-28 DOI: 10.1109/RCIS.2014.6861035

Raphaël Fournier-S’niehotta, Maximilien Danisch

引用次数: 2

How can imitation counterbalance innovation? An ABM Bass model for competing products 模仿如何抵消创新?竞争产品的ABM Bass模型

2014 IEEE Eighth International Conference on Research Challenges in Information Science (RCIS) Pub Date : 2014-05-28 DOI: 10.1109/RCIS.2014.6861087

P. Collard, Wilfried Segretier

引用次数: 0

Overcoming challenges in global software development: The role of brokers 克服全球软件开发中的挑战:代理的角色

2014 IEEE Eighth International Conference on Research Challenges in Information Science (RCIS) Pub Date : 2014-05-28 DOI: 10.1109/RCIS.2014.6861027

Christina Manteli, B. V. D. Hooff, H. Vliet, Wilco van Duinkerken

引用次数: 7