2016 Ninth International Conference on Contemporary Computing (IC3)最新文献

User tweets based genre prediction and movie recommendation using LSI and SVD 基于用户推文的类型预测和基于LSI和SVD的电影推荐

2016 Ninth International Conference on Contemporary Computing (IC3) Pub Date : 2016-08-01 DOI: 10.1109/IC3.2016.7880220

Sakshi Bansal, Chetna Gupta, Anuja Arora

{"title":"User tweets based genre prediction and movie recommendation using LSI and SVD","authors":"Sakshi Bansal, Chetna Gupta, Anuja Arora","doi":"10.1109/IC3.2016.7880220","DOIUrl":"https://doi.org/10.1109/IC3.2016.7880220","url":null,"abstract":"The emerging popularity and raise in users' posts on social media gave birth to numerous research challenges. Out of all challenges users' centric context information based recommendation is one prime research area to recommend jobs, events and movies. Here in this research work we focus on movie context aware recommendation and for this purpose, we analyze users' posted movie tweets to understand their intentions for the same. Therefore, the objective of this research work is to predict genre of movies based on user's posted movie tweets and recommending movies to users' according to predicted genre. For this purpose, we pre-processed twitter extracted movie tweets using tokenization, porter stemming, stop word removal and use Word-Net dictionary for synonym matching. Further, we apply Latent Semantic Indexing technique which in turn involves Singular Value Decomposition on this pre-processed data and predicts genre on the basis of IMDb movie genre categorization. The predicted genre conveys the movie interest of the user and to recommend movie on the basis of predicted genre which is measured through euclidean distance. We have extracted IMdb given movie data and further predicted genre using our proposed technique. To validate this we divided our dataset using pareto principle and matched with IMDb given genre data set and achieved approximate 70% accuracy using our approach.","PeriodicalId":294210,"journal":{"name":"2016 Ninth International Conference on Contemporary Computing (IC3)","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115232061","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

Temperature and energy aware scheduling of heterogeneous processors 异构处理器的温度和能量感知调度

2016 Ninth International Conference on Contemporary Computing (IC3) Pub Date : 2016-08-01 DOI: 10.1109/IC3.2016.7880199

Rashadul Kabir, B. Izadi

引用次数: 3

A comparative analysis and improvement of smart card based authentication scheme 基于智能卡的认证方案的比较分析与改进

2016 Ninth International Conference on Contemporary Computing (IC3) Pub Date : 2016-08-01 DOI: 10.1109/IC3.2016.7880250

Narendra Panwar, M. Rauthan, Amit Agarwal

引用次数: 2

Exploring academia industry linkage through co-authorship social networks 通过合作社交网络探索学术与产业的联系

2016 Ninth International Conference on Contemporary Computing (IC3) Pub Date : 2016-08-01 DOI: 10.1109/IC3.2016.7880254

T. Arif, R. Ali, M. Asger, M. B. Malik

{"title":"Exploring academia industry linkage through co-authorship social networks","authors":"T. Arif, R. Ali, M. Asger, M. B. Malik","doi":"10.1109/IC3.2016.7880254","DOIUrl":"https://doi.org/10.1109/IC3.2016.7880254","url":null,"abstract":"Collaborations and sharing of knowledge has been one of the primary activities of academics and researchers. The purpose of any research and development activity is to transfer ideas into products. Any such activity is useless if its benefits do not percolate down to the society. IITs have been established in India on the model of MIT, USA and are supposed to produce high quality technocrats, produce path breaking research and provide solutions to common problem & societal issues. In this context they ought to have a strong industry linkage as they cannot convert ideas into product at their own. In this paper we explore the linkage between the faculty of these institutes and industry through joint publications i.e. co-authorships. Co-authorship is one of the most tangible and well documented forms of research activity and is capable of providing intrinsic details about all aspects of research credentials of individuals, institutes, communities, organizations, etc. This study reveals that these institutes have not been up to expectations and need to strengthen their industry linkage if they want to transfer the knowledge from their confines to industry and fulfill their mandate.","PeriodicalId":294210,"journal":{"name":"2016 Ninth International Conference on Contemporary Computing (IC3)","volume":"145 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114272363","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 analysis of quiz in MOOC MOOC中的测验分析

2016 Ninth International Conference on Contemporary Computing (IC3) Pub Date : 2016-08-01 DOI: 10.1109/IC3.2016.7880245

J. Chauhan, A. Goel

引用次数: 4

Choquet integral-based intuitionistic fuzzy bonferroni mean operator 基于Choquet积分的直觉模糊bonferroni均值算子

2016 Ninth International Conference on Contemporary Computing (IC3) Pub Date : 2016-08-01 DOI: 10.1109/IC3.2016.7880259

Harish Garg, Nikunj Agarwal, A. Tripathi

引用次数: 1

Scout-explorer multi-agent framework for terrain coverage 用于地形覆盖的Scout-explorer多智能体框架

2016 Ninth International Conference on Contemporary Computing (IC3) Pub Date : 2016-08-01 DOI: 10.1109/IC3.2016.7880198

Nilay Binjola, J. P. Misra

引用次数: 1

Static energy efficient clustering scheme for heterogeneous wireless sensor networks (S EECS) 异构无线传感器网络静态节能聚类方案

2016 Ninth International Conference on Contemporary Computing (IC3) Pub Date : 2016-08-01 DOI: 10.1109/IC3.2016.7880193

Akshay Sharma, Kunal Goel, Anuradha Bindal, A. Bindal

引用次数: 3

Regularization based simultaneous algebraic reconstruction techniques for computed tomography 基于正则化的计算机断层扫描同步代数重建技术

2016 Ninth International Conference on Contemporary Computing (IC3) Pub Date : 2016-08-01 DOI: 10.1109/IC3.2016.7880219

Shailendra Tiwari, Deepikanshu Chouksey, Vinod Todwal

引用次数: 1

Task duplication-based workflow scheduling for heterogeneous cloud environment 异构云环境下基于任务重复的工作流调度

2016 Ninth International Conference on Contemporary Computing (IC3) Pub Date : 2016-08-01 DOI: 10.1109/IC3.2016.7880207

Indrajeet Gupta, M. Kumar, P. K. Jana

{"title":"Task duplication-based workflow scheduling for heterogeneous cloud environment","authors":"Indrajeet Gupta, M. Kumar, P. K. Jana","doi":"10.1109/IC3.2016.7880207","DOIUrl":"https://doi.org/10.1109/IC3.2016.7880207","url":null,"abstract":"Workflow scheduling is a well-known NP-complete problem. As per the nature of the workflow scheduling for cloud computing environment researchers are dedicated to find out the optimal or near optimal solution based on different heuristics. Another key issue in the recent years is handling workflow in heterogeneous cloud system that is paying significant consideration of the research community. In this paper, we propose a task duplication-based workflow scheduling algorithm for heterogeneous cloud environment which is centered on task duplication realization. The proposed algorithm has two phases. The first phase computes the priority of all the tasks and second phase goes through the scheduling with task duplication by calculating data arrival time from one task to another task. Proposed algorithm aims to minimize workflow execution time and to maximize the resource utilization. The performance evaluation of the proposed algorithm is done on benchmark scientific workflow applications with different task-cloud heterogeneity. Comparisons of the simulated results with the some existing workflow scheduling algorithms noticeably show that the proposed algorithm outpaces in terms of makespan and average cloud utilization.","PeriodicalId":294210,"journal":{"name":"2016 Ninth International Conference on Contemporary Computing (IC3)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132894167","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