2016 IEEE/ACS 13th International Conference of Computer Systems and Applications (AICCSA)最新文献_第8页

Validating social media data for automatic persona generation 验证自动角色生成的社交媒体数据

2016 IEEE/ACS 13th International Conference of Computer Systems and Applications (AICCSA) Pub Date : 2016-11-01 DOI: 10.1109/AICCSA.2016.7945816

Jisun An, Haewoon Kwak, B. Jansen

{"title":"Validating social media data for automatic persona generation","authors":"Jisun An, Haewoon Kwak, B. Jansen","doi":"10.1109/AICCSA.2016.7945816","DOIUrl":"https://doi.org/10.1109/AICCSA.2016.7945816","url":null,"abstract":"Using personas during interactive design has considerable potential for product and content development. Unfortunately, personas have typically been a fairly static technique. In this research, we validate an approach for creating personas in real time, based on analysis of actual social media data in an effort to automate the generation of personas. We validate that social media data can be implemented as an approach for automating generating personas in real time using actual YouTube social media data from a global media corporation that produces online digital content. Using the organization's YouTube channel, we collect demographic data, customer interactions, and topical interests, leveraging more than 188,000 subscriber profiles and more than 30 million user interactions. Then, we conduct statistical analysis on the social media data to determine whether the data could lead to the generation of valid personas based on statistically difference market segments. Findings show that customers can be segmented using product topics by gender and age based using social media data. However, our findings also show that the data is biased by the content created. The results offer insights into competitive marketing and product preferences for the consumers of the online digital content. Implications are that personas can be generated in real-time using social media data, instead of a time-consuming manual development process.","PeriodicalId":448329,"journal":{"name":"2016 IEEE/ACS 13th International Conference of Computer Systems and Applications (AICCSA)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126804840","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

Telecommunication market share game: Inducing boundedly rational consumers via price misperception 电信市场份额博弈:通过价格误解诱导有限理性消费者

2016 IEEE/ACS 13th International Conference of Computer Systems and Applications (AICCSA) Pub Date : 2016-11-01 DOI: 10.1109/AICCSA.2016.7945762

S. Handouf, Sara Arabi, Essaid Sabir, M. Sadik

{"title":"Telecommunication market share game: Inducing boundedly rational consumers via price misperception","authors":"S. Handouf, Sara Arabi, Essaid Sabir, M. Sadik","doi":"10.1109/AICCSA.2016.7945762","DOIUrl":"https://doi.org/10.1109/AICCSA.2016.7945762","url":null,"abstract":"This paper presents some interesting findings about consumer confusion vis-a-vis real price for offered services and its impact on Telecommunications market dynamics. Noting that pricing strategies have a critical influence on consumer choice, customer satisfaction and customer retention in the telecommunications sector, our study focuses on the analysis of the service providers' strategic behavior. Yet, we construct a simple oligopolistic model to capture the interactions among service providers and end users. Next, we analyze the behavior of service providers in terms of their pricing strategies within the framework of non-cooperative game theory. It aims to evaluate the impact of consumer confusion on the competition and operators profitability. Here, rational service providers are competing with each other to maximize their respective payoffs in presence of both a fraction of confused consumers while others are non confused. We provide some interesting results regarding the Nash equilibrium of this game. More precisely, we showed existence and uniqueness of the Nash equilibrium under some conditions. Furthermore, we introduce two learning algorithms that may lead operators to learn their strategic pricing schemes in a complete distributed manner. Extensive simulations show convergence of a proposed scheme to the Nash equilibrium and give some insights on how the game parameters may vary the oligopoly outcome.","PeriodicalId":448329,"journal":{"name":"2016 IEEE/ACS 13th International Conference of Computer Systems and Applications (AICCSA)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124322762","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: 5

Patterns to distribute mobility simulations 分布移动性模拟的模式

2016 IEEE/ACS 13th International Conference of Computer Systems and Applications (AICCSA) Pub Date : 2016-11-01 DOI: 10.1109/AICCSA.2016.7945676

Matthieu Mastio, Mahdi Zargayouna, G. Scémama, O. Rana

引用次数: 1

Context-based evaluation of mobile knowledge management systems 基于上下文的移动知识管理系统评价

2016 IEEE/ACS 13th International Conference of Computer Systems and Applications (AICCSA) Pub Date : 2016-11-01 DOI: 10.1109/AICCSA.2016.7945794

Emna Ben Ayed, C. Kolski, H. Ezzedine

引用次数: 0

Geographic interest forwarding in NDN-based wireless sensor networks 基于ndn的无线传感器网络地理兴趣转发

2016 IEEE/ACS 13th International Conference of Computer Systems and Applications (AICCSA) Pub Date : 2016-11-01 DOI: 10.1109/AICCSA.2016.7945683

Ahmed Aboud, Haifa Touati

{"title":"Geographic interest forwarding in NDN-based wireless sensor networks","authors":"Ahmed Aboud, Haifa Touati","doi":"10.1109/AICCSA.2016.7945683","DOIUrl":"https://doi.org/10.1109/AICCSA.2016.7945683","url":null,"abstract":"Named Data Networking (NDN) has emerged as a new and promising information-centric architecture for the future Internet that is also gaining momentum in Wireless Sensors Networks (WSNs) as an alternative paradigm to traditional IP. However, the main solutions in current works lack energy efficient design to meet the severely limited energy resources in WSNs. Moreover, the NDN architecture cannot natively allow devices to transmit unsolicited data, like alarms or status changes unless to properly modify the semantics of exchanged packets and the forwarding strategy. In this paper, we propose a Geographic Interest Forwarding scheme called GIF in short, for NDN-Based WSNs. In this proposal, we added support for push-based WSN traffic. We further extend the scheme with an efficient forwarding techniques in which several energy efficient mechanisms including flooding scope control, broadcast storm avoidance, packet suppression are designed to balance the energy consumption across the network. We extend the ndnSIM to support wireless multihop communication to validate the proposed scheme. Simulation experiments confirm the viability and effectiveness of the proposal.","PeriodicalId":448329,"journal":{"name":"2016 IEEE/ACS 13th International Conference of Computer Systems and Applications (AICCSA)","volume":"44 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125627940","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: 16

Multi-agent framework for social CRM: Extracting and analyzing opinions 社交CRM的多代理框架:意见提取与分析

2016 IEEE/ACS 13th International Conference of Computer Systems and Applications (AICCSA) Pub Date : 2016-11-01 DOI: 10.1109/AICCSA.2016.7945700

F. Z. Ennaji, A. E. Fazziki, Hasna El Alaouiel El Abdallaoui, Abderrahmane Sadiq, M. Sadgal, D. Benslimane

引用次数: 5

Perceptions and attitudes of clinical staff towards telemedicine acceptance in Saudi Arabia 沙特阿拉伯临床工作人员对远程医疗接受的看法和态度

2016 IEEE/ACS 13th International Conference of Computer Systems and Applications (AICCSA) Pub Date : 2016-11-01 DOI: 10.1109/AICCSA.2016.7945714

A. Alaboudi, A. Atkins, B. Sharp, M. Alzahrani, Ahmed Balkhair, Tamara Sunbul

{"title":"Perceptions and attitudes of clinical staff towards telemedicine acceptance in Saudi Arabia","authors":"A. Alaboudi, A. Atkins, B. Sharp, M. Alzahrani, Ahmed Balkhair, Tamara Sunbul","doi":"10.1109/AICCSA.2016.7945714","DOIUrl":"https://doi.org/10.1109/AICCSA.2016.7945714","url":null,"abstract":"Regardless of promised benefits of telemedicine and its potential technical superiority, its adoption is often cited as a failed project and the lack of understanding potential user acceptance is one of the most pervasive reasons leading to this failure. More than 40% of Information and Communications Technology (ICT) adoption projects have failed for this reason and any ICT system would not be effective if its potential user were averse to utilising its adoption. To the best of our knowledge, no comprehensive scientific study has investigated the perceptions and attitudes of clinical staff towards telemedicine acceptance and use in the Kingdom of Saudi Arabia (KSA) healthcare system at a national level. The objective of this novel research lies in addressing this gap and is conducted in collaboration with the Saudi Ministry of Health (MOH). The Unified Theory of Acceptance and Use of Technology (UTAUT) is used to underpin this research and a questionnaire to support the objective of this research was conducted in KSA to collect data from a random sample of different categories of clinical staff in KSA. The survey of 1,523 returned questionnaires were selected and the findings of this study show that 67.6% of clinical staff on average expect or extremely expect high performance from using telemedicine in KSA. Also 62.6% of clinical staff agree or extremely agree that the use of telemedicine in KSA will be compatible with culture and society. On the other hand, 38.0% of clinical staff agree or extremely agree that the use of telemedicine will not be compatible with their job role. Furthermore 40.6% of participants stated that using telemedicine would not be easy for clinical staff and 37.4% of them indicated that it will waste a lot of time and require a lot of technical and non-clinical administrative time to complete","PeriodicalId":448329,"journal":{"name":"2016 IEEE/ACS 13th International Conference of Computer Systems and Applications (AICCSA)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122193579","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: 12

Towards an auto-tuning system design for optimal sparse compression format selection with user expertise 对一个自动调整系统设计的最佳稀疏压缩格式选择与用户的专业知识

2016 IEEE/ACS 13th International Conference of Computer Systems and Applications (AICCSA) Pub Date : 2016-11-01 DOI: 10.1109/AICCSA.2016.7945829

Ichrak Mehrez, O. Hamdi-Larbi, T. Dufaud, N. Emad

{"title":"Towards an auto-tuning system design for optimal sparse compression format selection with user expertise","authors":"Ichrak Mehrez, O. Hamdi-Larbi, T. Dufaud, N. Emad","doi":"10.1109/AICCSA.2016.7945829","DOIUrl":"https://doi.org/10.1109/AICCSA.2016.7945829","url":null,"abstract":"Several applications in numerical scientific computing process sparse matrices with either a regular or irregular structure. The very large size of these matrices requires to use compressing formats and target parallel/distributed architectures in order to reduce both space complexity and processing time. The optimal compression format (OCF) of such matrices may in fact vary according to both the application context of the numerical method and the target hardware architecture. In this paper, we propose a design of a system that automatically selects the OCF according to the two above cited parameters. The expert system obtained from our model targets dynamic integration of the user expertise thus allowing better performances. The optimal format selection is based on the makespan criterion. As a first validation test of our system, we studied the representative case of Horner scheme in the context of data parallel programming model and multicore cluster. Our experiments focus on the four compression formats CSR, CSC, COO and ELLPACK and their complexities in a data parallel programming model context.","PeriodicalId":448329,"journal":{"name":"2016 IEEE/ACS 13th International Conference of Computer Systems and Applications (AICCSA)","volume":"102 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129818182","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

Semi-supervised outlier detection via bipartite graph clustering 基于二部图聚类的半监督离群点检测

2016 IEEE/ACS 13th International Conference of Computer Systems and Applications (AICCSA) Pub Date : 2016-11-01 DOI: 10.1109/AICCSA.2016.7945629

Ayman El-Kilany, N. Tazi, Ehab Ezzat

引用次数: 3

Text detection in natural scene images using two masks filtering 文本检测在自然场景图像中使用两个蒙版滤波

2016 IEEE/ACS 13th International Conference of Computer Systems and Applications (AICCSA) Pub Date : 2016-11-01 DOI: 10.1109/AICCSA.2016.7945644

Houssem Turki, Mohamed Ben Halima, A. Alimi

引用次数: 8