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Collaboration Framework based on Social Semantic Web for Cloud Systems
클라우드 시스템에서 소셜 시멘틱 웹 기반 협력 프레임 워크

Romeo Mark A. Mateo, Hyun-Ho Yang, Jae-Wan Lee
2012 Journal of Internet Computing and services  
This paper proposes a collaboration framework based on social semantic web for cloud system.  ...  for efficient collaboration. ☞ keyword : Social semantic web(소셜 시멘틱 웹); cloud computing(클라우드 컴퓨팅); collaboration system(협력시스템); association rule mining(연관규칙마이닝)  ...  The association rule mining produced 46 rules and only 5 rules were identified with the application provided by the cloud service provider.  ... 
doi:10.7472/jksii.2012.13.1.65 fatcat:mujgpxmgxvfvtof5ochz4vtwae

Mobile Agent based Market Basket Analysis on Cloud [article]

Vijayata Waghmare, Debajyoti Mukhopadhyay
2014 arXiv   pre-print
Front-end level also displays association among the purchased products. The middle-ware level provides a web service to generate JSON (JavaScript Object Notation) output from the relational database.  ...  This paper describes the design and development of a location-based mobile shopping application for bakery product shops. Whole application is deployed on cloud.  ...  Association rule mining as a method of data mining is used to find the top associated famous products purchased from chosen bakery.  ... 
arXiv:1411.6767v1 fatcat:6yyjgjjrurbqxax7sb5le2fqk4

Research of Data-Aiming Mining Algorithm in Cloud Environment

Jiangang Jin
2016 International Journal of Grid and Distributed Computing  
set and uses the method of generating association rules to improve effectiveness of data mining.  ...  Cloud computing contains a huge amount of data, which are featured as being widely distributed, heterogeneous, and dynamic.  ...  of cloud services, providing data mining services framework for cloud services.  ... 
doi:10.14257/ijgdc.2016.9.4.08 fatcat:unt6zu64jvedflh424augsn5qu

A Generic Model for Student Data Analytic Web Service (SDAWS)

J. Shana, T. Venkatachalam
2012 International Journal of Computer Applications Technology and Research  
In this paper we design a web service framework to be used in educational data mining that provide analysis as a service.  ...  Analytics as a web service offers much benefits over the traditional analysis methods.  ...  Association Rule mining Association analysis discovers association between the attributes of a relation and specifies it in the form X=> Y. Such rules are called as association rules.  ... 
doi:10.7753/ijcatr0201.1004 fatcat:2u23fdckf5gh5eyirhg6gydce4

Customized products and cloud service information system development research

Chien-Wen Hung, W.-H. Hsieh
2017 MATEC Web of Conferences  
A market segment and application of association rules in data exploration techniques (Association Rule Mining) and sequence-like exploration (Sequential Pattern Mining), efficient analysis of customers  ...  The association rules from relational database design are utilized to mine consumer behavior to generate crossselling proposals for customer products and marketing for a retailing mall in Taiwan.  ...  PaaS is a platform as a service⊗Platform as a Service). Platform as a service is a cloud computing service that provides a computing platform and a solution stack as a service.  ... 
doi:10.1051/matecconf/201711901006 fatcat:awqk7mqydzezxgi2bfuyqk7xki

Mining association rules for admission control and service differentiation in e-commerce applications

James Xue, Stephen Jarvis
2018 Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery  
Mining user navigation patterns in such a system can be viewed as a generation of association rules.  ...  Let A 1 , A 2 , ...A n denote a sequence of navigation activities, a composite association rule, denoted as r = [A 1 ! A 2 ! A 3 ... A n−1 !  ...  Amazon web services auto scaling. Retrieved from  ... 
doi:10.1002/widm.1241 fatcat:2aoy7tmr2rc4hlxn5gg6hga7ze

Enhancement in privacy preservation in cloud computing using apriori algorithm

Raniah Ali Mustafa, Haitham Salman Chyad, Jinan Redha Mutar
2022 Indonesian Journal of Electrical Engineering and Computer Science  
In regrades to privacy preservation, association rule mining was proposed by previous researches to protect the privacy of users.  ...  At the same time, privacy preservation is an also a significant aspect of cloud computing.  ...  [11] proposed a k anonymity-based association rule mining algorithm.  ... 
doi:10.11591/ijeecs.v26.i3.pp1747-1757 fatcat:t2hd2im3srdifesqighdhvcfci

A Novel Hybrid Approach for Secure Cloud Mining using Lossless Image Format

Sanjima Manocha, Sheveta Vashisht
2014 International Journal of Computer Applications  
This research work tries to integrate data mining techniques into cloud computing and image processing making it a hybrid approach.  ...  Centralize management of software and data storage, with assurance of efficient, reliable and secure services for their users through Edge detection based approach for image steganography.  ...  Association rule mining addresses this need. Association is the bonding of togetherness or connection of objects also known as association-rule.  ... 
doi:10.5120/17194-7389 fatcat:7i4pdkj4gzhh7kuwbiqw7fxuxq

SeaRum: A Cloud-Based Service for Association Rule Mining

Daniele Apiletti, Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Luigi Grimaudo
2013 2013 12th IEEE International Conference on Trust, Security and Privacy in Computing and Communications  
This paper proposes a novel cloud-based service, named SEARUM, to efficiently mine association rules on a distributed computing model.  ...  SEARUM consists of a series of distributed MapReduce jobs run in the cloud. Each job performs a different step in the association rule mining process.  ...  More specifically, this paper presents a cloudbased service, named SEARUM (a cloud-based SErvice for Association RUle Mining), to efficiently mine association rules on a distributed computing model.  ... 
doi:10.1109/trustcom.2013.153 dblp:conf/trustcom/ApilettiBCCG13 fatcat:j2wletfpzbafllmadervzsej7u

Data Mining Based on Cloud-Computing Technology

Ying Ren, Hong Lv, Hua-wei Li, Li-jun Zhou, Li-na Wang, S.A. Hamouda, M. Mirzaei, Z. Yu
2016 MATEC Web of Conferences  
There are performance bottlenecks and scalability problems when traditional data-mining system is used in cloud computing. In this paper, we present a data-mining platform based on cloud computing.  ...  Compared with a traditional data mining system, this platform is highly scalable, has massive data processing capacities is service-oriented, and has low hardware cost.  ...  Association rules The main purpose of the association rules is to find the interesting association or correlation between sets of items in large amounts of data.  ... 
doi:10.1051/matecconf/20166107015 fatcat:oervuavocjgsnkk4cbsunxifnu

An Intelligent Lightweight Market Basket Associative Rule Mining for Smartphone Cloud-Based Application To Ease Banking Transaction

Arnold A. Ojugo, Federal University of Petroleum Resources, Warri, Nigeria, R.E. Yoro
2018 Advances in Multidisciplinary & Scientific Research Journal Publication  
We thus propose the use of lightweight market basket analysis for data mining using a hybrid deep learning associative rule mining heuristic.  ...  Advent of the Internet has resulted in a consequent explosion of data and its usage.  ...  The Agent-Based MBA The Agent-Based MBA is often a location-based mobile application designed to find readily available services that are nearby as well as associations of the products therein.  ... 
doi:10.22624/aims/v4n3p4 fatcat:3hzkg65ayjgbzglxval65opdku

A Comparative Study of Association Rule Mining Algorithms on Grid and Cloud Platform [article]

Sudhakar Singh, Rakhi Garg, P. K. Mishra
2017 arXiv   pre-print
Association rule mining is a time consuming process due to involving both data intensive and computation intensive nature.  ...  This survey article integrates the brief architectural aspect of distributed system, various recent approaches of grid based and cloud based association rule mining algorithms with comparative perception  ...  Association rule mining is a two-step process [15] : (i) Frequent Itemset Generation and (ii) Strong Association Rule Generation.  ... 
arXiv:1709.07594v1 fatcat:6jneovykqvfq5ja6vmds3akziy

Implementation of Secure Data Mining Approach in Cloud using Image Encryption

Vijay Kumar, Manju Bala, Pooja Choudhary
2016 Communications on Applied Electronics  
The continuous development of cloud computing is giving way to more cloud services, due to which security of cloud services, especially data privacy protection, becomes more critical.  ...  This research work explores the basic features of data mining techniques in cloud computing and securing the data.  ...  Cloud service delivery is divided among three service models-Software as a Service (SaaS), Platform as a Service (PaaS), Infrastructure as a Service (IaaS).  ... 
doi:10.5120/cae2016652186 fatcat:r3sx2f65xfbjxk6sim72bciaeu

Research on Data Mining Algorithm based on Business Cloud Platform for Mobile Internet

Fenghua Liu
2016 International Journal of u- and e- Service, Science and Technology  
and simulation can prove that the method is effective. and place randomly use mobile data services, mobile operators, the development of a variety of mobile communication business, such as: mobile Internet  ...  Research personnel want to work out a mining algorithmwhich dynamic, and has high expansion, with the capacity to store as a unit for low cost calculation, to overcome the shortcoming of conventional technology  ...  The purpose of this process is for a large number of buyers choice commodity information of a data mining process, mining is to find association rules of goods and commodities, the association between  ... 
doi:10.14257/ijunesst.2016.9.2.33 fatcat:adbcpley6zanzk4nq34zufg6si

Cloud-Based Educational Big Data Application of Apriori Algorithm and K-Means Clustering Algorithm Based on Students' Information

Jiaqu Yi, Sizhe Li, Maomao Wu, H.H. Au Yeung, Wilton W.T Fok, Ying Wang, Fang Liu
2014 2014 IEEE Fourth International Conference on Big Data and Cloud Computing  
The authors also present a cloud-based Apriori association algorithm to abstract the rules, followed by a reasonable analysis on educational aspect supported by cloudbased k-means clustering algorithm  ...  The paper proposes a cloud-based framework to abstract and analyze the meaningful rules among great amount of students' raw information.  ...  There are three basic service models in cloud platform: • Infrastructure as a service (IaaS) • Platform as a service (PaaS) • Software as a service (SaaS) Microsoft Windows Azure, Amazon EC2 and Google  ... 
doi:10.1109/bdcloud.2014.98 dblp:conf/bdcloud/YiLWAFWL14 fatcat:5h4onyabljdcjowb7x4nkvyawi
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