Proceedings of the 9th International Conference on Information Systems and Technologies最新文献_第2页

Security for Internet of Things: A State of the Art on existing Protocols and Open Research issues 物联网安全:现有协议和开放研究问题的最新进展

Proceedings of the 9th International Conference on Information Systems and Technologies Pub Date : 2019-03-24 DOI: 10.1145/3361570.3361622

Chaira Mahmoud, Sofiane Aouag

引用次数: 11

Towards blockchain-based urban planning: Application for Waste Collection Management 迈向基于区块链的城市规划:垃圾收集管理应用

Proceedings of the 9th International Conference on Information Systems and Technologies Pub Date : 2019-03-24 DOI: 10.1145/3361570.3361619

Mohamed Ridda Laouar, Zaineb Touati Hamad, Sean B. Eom

{"title":"Towards blockchain-based urban planning: Application for Waste Collection Management","authors":"Mohamed Ridda Laouar, Zaineb Touati Hamad, Sean B. Eom","doi":"10.1145/3361570.3361619","DOIUrl":"https://doi.org/10.1145/3361570.3361619","url":null,"abstract":"The potential of urban planning to solve environmental problems in general and manage waste, in particular, is important because the illegal dumping of solid waste is one of the events related to illegal waste treatment activities. The waste management process is very poor, especially when it comes to confirming the correct destination for the delivery of waste. In this work, we are proposing a chain-based approach to waste tracking to enable waste data reporting in a single system. The blockchain is a technology that has already proven itself in the financial sector. It securely records transactions in a large, time-stamped ledger using the proof of work algorithm (PoW), and allows us to write smart contracts on the ethereum network. The application of this technology to the waste sector will enable reliable, transparent and secure recording of all waste movements, thus enabling waste to be traced from source to treatment and disposal. Users will be able to import and export data through a user interface offering different levels of functionality and access. It will also identify and act on illegal wasteful crimes.","PeriodicalId":414028,"journal":{"name":"Proceedings of the 9th International Conference on Information Systems and Technologies","volume":"71 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124704749","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: 15

Organising Low-budget Information Systems to Create and Sustain Collective Action for Blood Donation 组织低预算的信息系统，建立和维持集体献血行动

Proceedings of the 9th International Conference on Information Systems and Technologies Pub Date : 2019-03-24 DOI: 10.1145/3361570.3361582

Octavio González

引用次数: 0

Evolutionary learning of HMM with Gaussian mixture densities for Automatic speech recognition 基于高斯混合密度HMM的自动语音识别

Proceedings of the 9th International Conference on Information Systems and Technologies Pub Date : 2019-03-24 DOI: 10.1145/3361570.3361591

Abdelmadjid Benmachiche, Amina Makhlouf, T. Bouhadada

引用次数: 4

A Low-latency Tree-based Multicast Spike Routing for Scalable Multicore Neuromorphic Chips 面向可扩展多核神经形态芯片的低延迟树型多播尖峰路由

Proceedings of the 9th International Conference on Information Systems and Technologies Pub Date : 2019-03-24 DOI: 10.1145/3361570.3361618

Huy-The Vu, Ogbodo Mark Ikechukwu, B. Abderazek

引用次数: 1

Clustering Ensemble Approach Based on Incremental Learning 基于增量学习的聚类集成方法

Proceedings of the 9th International Conference on Information Systems and Technologies Pub Date : 2019-03-24 DOI: 10.1145/3361570.3361603

S. Khedairia, Imene Houari, Manel Ababsia, Tarek Khadir

{"title":"Clustering Ensemble Approach Based on Incremental Learning","authors":"S. Khedairia, Imene Houari, Manel Ababsia, Tarek Khadir","doi":"10.1145/3361570.3361603","DOIUrl":"https://doi.org/10.1145/3361570.3361603","url":null,"abstract":"The clustering ensemble aims to combine multiple clustering results into a probably better and more robust consensus clustering. This technique has shown its efficiency in finding bizarre clusters, dealing with noise, and integrating clustering solutions from multiple distributed sources. Consensus clustering methods based on voting mechanism are widely used in literature. The idea behind majority voting is that the judgement of a group is superior to those of individuals. However, Voting-based consensus methods suffer from the problem of assigning the appropriate cluster label to data objects without majority vote. To deal with this ambiguity as well as clustering when datasets are too large or when new information can arrive dynamically at any time, we have proposed a new clustering approach based on two stage clustering technique where in the first stage a clustering ensemble method based on relabeling and voting process is used to cluster the data objects. Therefore, a new set of disjoint sub-clusters is generated based on majority vote, where each data object vote for the cluster in which it belongs and for its corresponding cluster in each other clustering results. data objects without majority vote are collected in new dataset. In the second stage, the new database as well as the set of previously obtained sub-clusters are processed using an incremental clustering algorithm. The used incremental clustering algorithm is initialized using the obtained sub-clusters and operate on the new dataset elements. The main advantage of incremental clustering methods is that the system can updates its assumptions based on recently available learning data without re-examining old data. The proposed approach have been evaluated using different datasets, where the experimental results have demonstrated the effectiveness and robustness of the proposed method.","PeriodicalId":414028,"journal":{"name":"Proceedings of the 9th International Conference on Information Systems and Technologies","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114918957","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

An architectural framework for gamified information systems 游戏化信息系统的架构框架

Proceedings of the 9th International Conference on Information Systems and Technologies Pub Date : 2019-03-24 DOI: 10.1145/3361570.3361588

Rokia Bouzidi, Arezki Bendou, Fahima Nader, R. Chalal

引用次数: 0

Decrease the number of patients lost to follow-up in the monitoring of PLHIV in cross-border areas between The Gambia, Senegal and Guinea Bissau 在冈比亚、塞内加尔和几内亚比绍之间的跨境地区，减少艾滋病病毒监测中失去随访的患者人数

Proceedings of the 9th International Conference on Information Systems and Technologies Pub Date : 2019-03-24 DOI: 10.1145/3361570.3361596

I. Diop, Youssou Dieng, Y. Faye, Camir A. Malack, Ousseynou Cisse, Boubacar Diouf

{"title":"Decrease the number of patients lost to follow-up in the monitoring of PLHIV in cross-border areas between The Gambia, Senegal and Guinea Bissau","authors":"I. Diop, Youssou Dieng, Y. Faye, Camir A. Malack, Ousseynou Cisse, Boubacar Diouf","doi":"10.1145/3361570.3361596","DOIUrl":"https://doi.org/10.1145/3361570.3361596","url":null,"abstract":"The fight against AIDS in West Africa is a big challenge of public health. The main difficulties are related to the availability of antiretrovirals (AVR) and mainly to the observance of the treatment. In the cross-borderland areas of the Gambia, Senegal and Guinea Bissau, these difficulties of the observance of the treatment are amplified by the vulnerability, the high mobility of the populations and the problems of communication between the actors of the monitoring of PLHIV who speak three different languages. That's what makes difficult the fight against AIDS in those areas and justify the phenomenon of the patients lost to follow-up, which is a great indicator for the following of the People Living with HIV-virus (PLHIV). This paper presents the decrease of the number of patients lost to follow-up in the monitoring of the PLHIV in the cross-borderland areas of the Gambia, Senegal and Guinea Bissau by a multilingual semantic web platform of reference, counter reference and auto reference.","PeriodicalId":414028,"journal":{"name":"Proceedings of the 9th International Conference on Information Systems and Technologies","volume":"57 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126090696","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

New Node Distributed Access Control Scheme for Wireless Sensor Network 一种新的无线传感器网络节点分布式访问控制方案

Proceedings of the 9th International Conference on Information Systems and Technologies Pub Date : 2019-03-24 DOI: 10.1145/3361570.3361605

Y. Faye, I. Niang, H. Guyennet

{"title":"New Node Distributed Access Control Scheme for Wireless Sensor Network","authors":"Y. Faye, I. Niang, H. Guyennet","doi":"10.1145/3361570.3361605","DOIUrl":"https://doi.org/10.1145/3361570.3361605","url":null,"abstract":"Access control is a critical security service in Wireless Sensor Networks (WSNs). To prevent malicious nodes or unauthorized entity from joining the sensor network, access control is required. It restricts the network access only to eligible sensor nodes, while queries from outsiders will not be answered or forwarded by nodes. Since sensor nodes are highly constrained in terms of resources and can be deployed in hostile environment, they may be lost because of power exhaustion or malicious attacks. Therefore, new node deployment is necessary. Schemes based on elliptic curve cryptography (ECC) are proposed. Some of them are static and other dynamic because all the old secret keys and broadcasting information in existing nodes should not be updated once a new node is added. In this paper we proposed a new node access control scheme based on symmetric key cryptography, one-way hash chain and XOR operation, which are low expenses in calculation, storage and communication. The proposed solution provides a distributed authentication system, it is also resistance to node capture, query replay, denial of service (DoS) attacks and probably restricts the propagation of fake queries to a logarithmic part of the network.","PeriodicalId":414028,"journal":{"name":"Proceedings of the 9th International Conference on Information Systems and Technologies","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124670911","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 Hybrid PSO-LS approach for solving the Two-Dimensional Bin Packing Problem with weight capacities constraint: A case study 一种混合PSO-LS方法求解具有权容量约束的二维装箱问题

Proceedings of the 9th International Conference on Information Systems and Technologies Pub Date : 2019-03-24 DOI: 10.1145/3361570.3361602

Ines Sbai, S. Krichen

{"title":"A Hybrid PSO-LS approach for solving the Two-Dimensional Bin Packing Problem with weight capacities constraint: A case study","authors":"Ines Sbai, S. Krichen","doi":"10.1145/3361570.3361602","DOIUrl":"https://doi.org/10.1145/3361570.3361602","url":null,"abstract":"Bin Packing Problem is a well-studied problem in combinatorial optimization. One of its important variants is the Two-Dimensional Bin Packing Problem (2BPP). It consists in packing a set of items into as few bins as possible. Each item is characterized by its width and height. Certain applications may require additional weight capacity constraint especially in the case of the post office parcels packing problem. Therefore, we propose to study the 2BPP with weight constraint (2BPP-WC) where the objective is to maximize the total weight of the load. Since, the 2BPP is one of the classical NP-Hard optimization problems, a large number of solving approaches have been proposed and they still a challenging problems due to their complexity. In this paper, we propose a Hybrid Particle Swarm Optimization Local(PSO) Search approach (LS) for solving the 2BPP-WC. The proposed hybrid technique combines the strengths of PSO and the powerful exploitation of solution space of the LS. The effectiveness of our approach was demonstrated through experiments on benchmark instances. The HPSO-LS procedures are generated and implemented into platform. Results showed that our proposed approach is competitive in terms of the quality of the solutions found. In order to demonstrate the performance of the proposed approach in term of solution quality, we apply it for a real case of Post Office parcels packing problem in the Regional Post Office of the city of Kef in the north west of Tunisia.","PeriodicalId":414028,"journal":{"name":"Proceedings of the 9th International Conference on Information Systems and Technologies","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125568503","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