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Intelligent Online Selling Point Extraction for E-Commerce Recommendation [article]

Xiaojie Guo, Shugen Wang, Hanqing Zhao, Shiliang Diao, Jiajia Chen, Zhuoye Ding, Zhen He, Yun Xiao, Bo Long, Han Yu, Lingfei Wu
2021 arXiv   pre-print
In this paper, we report our experience developing and deploying the Intelligent Online Selling Point Extraction (IOSPE) system to serve the recommendation system in the JD.com e-commerce platform.  ...  , which are significant improvements for such a large-scale e-commerce platform.  ...  Any opinions, findings and conclusions or recommendations expressed in this material are those of the author(s) and do not reflect the views of National Research Foundation, Singapore.  ... 
arXiv:2112.10613v1 fatcat:tqtp62xjkbce7awsrchnsxomea

Exhausting Agile Processing and Data Mining in Electronic Commerce

Dr. Santosh Kumar Dwivedi, Dr. Rajeev Tripathi
2019 International Journal of Scientific Research in Computer Science Engineering and Information Technology  
To do so successfully, they must get bigger their point of view further than promotional activities and center movements around their customers and their purchasing processes.  ...  At present the online travel accounts large amount of the total e-commerce market along with computers and electronics e-commerce sales.  ...  The increased buy and sell volume in e-commerce especially during big sale of e-Bay had forced the traditional retailers to demand protection.  ... 
doi:10.32628/cseit19547 fatcat:fdcnbeatobhjzl4otfzisn4wqq

RFID-based Recommender Systems in Stationary Trade

Torben Hansen, Peter Loos
2008 Americas Conference on Information Systems  
Recommender Systems have been successfully deployed in a variety of e-Commerce application scenarios.  ...  On a technical side, the growing popularity of RFID-transponders for product identification has laid the foundation for generating both context-aware and user-adaptive product recommendations.  ...  RFID-based Recommender Systems in Stationary Trade Proceedings of the Fourteenth Americas Conference on Information Systems, Toronto, ON, Canada August 14 th -17 th 2008  ... 
dblp:conf/amcis/HansenL08 fatcat:bz3ohntcivakpdagmkx3t6r7um

Research and Application of Intelligent Recommendation System Based on Big Data Technology

Yongfeng Cui, Yuankun Ma
2016 International Journal of Database Theory and Application  
of data mining technology in the online intelligence research has a very important position.  ...  Online Intelligence is a new research direction, which integrates the latest achievements of artificial intelligence and information technology, greatly emphasizes on the Internet means intelligent application  ...  U1504602), the Key Research Projects of Universities in Henan Province for contract 15A520035 and 15A520124, the Science and Technology Plan Projects of Henan Province for contract 162102310614, under  ... 
doi:10.14257/ijdta.2016.9.8.23 fatcat:c2utjrd2pngqtenavbn5k4fuky

Applying E-Commerce on Small Medium Enterprise: A Case Study for Saudi Perfumes & Cosmetics Retailer in KSA

Raed Alshaddadi*
2021 International journal of recent technology and engineering  
Hence, this research study aims to underline the value and provide recommended guide for applying e- commerce for an small medium enterprise (SME) company.  ...  It was found that the company is facing various issues when using direct selling method (e.g. time consuming, difficulty to understand) and the respondents from this survey believes that applying e-commerce  ...  What type of e-commerce technology are you familiar for selling product?  ... 
doi:10.35940/ijrte.a5725.0510121 fatcat:erts655hdzhrtemrndpxvpjv6i

Research and Implementation of Electronic Commerce Intelligent Recommendation System Based on the Fuzzy Rough Set and Improved Cellular Algorithm

Bo Peng, Sang-Bing Tsai
2021 Mathematical Problems in Engineering  
Based on this, this paper proposes an e-commerce intelligent recommendation technology based on the fuzzy rough set and improved cellular algorithm.  ...  With the continuous development of e-commerce, our society has transitioned from a mechanical era to an intelligent era.  ...  the e-commerce intelligent system based on fuzzy rough set and improved cellular algorithm, introduces the application of neural network algorithm in the field of intelligent recommendation, and points  ... 
doi:10.1155/2021/6671219 fatcat:6f63do53pfayvklo55226d5kce

Data Mining in Electronic Commerce: Benefits and Challenges

Mustapha Ismail, Mohammed Mansur Ibrahim, Zayyan Mahmoud Sanusi, Muesser Nat
2015 International Journal of Communications, Network and System Sciences  
Therefore, today many companies buy and sell through e-commerce and the need for developing e-commerce applications by an expert who takes responsibility for running and maintaining the services is increasing  ...  Introduction Data mining in e-commerce is all about integrating statistics, databases and artificial intelligence together with some subjects to form a new idea or a new integrated technology for the purpose  ...  Main source of data for e-commerce companies is web pages.  ... 
doi:10.4236/ijcns.2015.812045 fatcat:y2bfh3a7zvaslct2m3mzd7zk5y

E-Commerce Consumer Behavior Information Big Data Mining

Liu Hongyan, Liu Zhenyu
2016 International Journal of Database Theory and Application  
At the same time, e-commerce as the representative of the social network of constantly new changes.  ...  become an important driving force for technological development.  ...  , the popularity of e-commerce applications generally able, SMEs and micro-enterprises use e-commerce as well as room for growth, manufacturing and retail e-commerce applications are usually relatively  ... 
doi:10.14257/ijdta.2016.9.7.12 fatcat:cjvtjdejwjcc5c336ub5cf7epa

Validating the factors influencing social commerce adoption in small and medium enterprise in Malaysia

Walid Abdullah Ali, Muriati Mukhtar, Ibrahim Mohamed
2020 Indonesian Journal of Electrical Engineering and Computer Science  
In recent years, social media and social networking sites have become popular and such popularity has led to a novel e-commerce branch known as social commerce.  ...  In Malaysia, it is observed that individuals and organizations have begun to sell and purchase using social media. But studies on s-commerce adoption in Malaysia are still lacking.  ...  ACKNOWLEDGEMENTS The author would like to thank the National University of Malaysia (UKM) for funding this research under research grant, FRGS/2/2014/ICT01/UKM/02/.  ... 
doi:10.11591/ijeecs.v17.i1.pp440-447 fatcat:vexfccnokvdjjdhavhzq4gwiam

Unsupervised Extraction of Common Product Attributes From E-Commerce Websites by Considering Client Suggestion

2019 VOLUME-8 ISSUE-10, AUGUST 2019, REGULAR ISSUE  
Building an intelligent E-commerce systems typically involves a component that can automatically extract product attribute information from a variety of product description pages in different E-commerce  ...  E-commerce is proposed for enhancing the capability.  ...  Building an intelligent E-commerce systems typically involves a component that can automatically extract product attribute information from a variety of product description pages in different E-commerce  ... 
doi:10.35940/ijitee.j9307.0981119 fatcat:ezq2kumv2fdxjjj7orvrtw3zfa

Data mining techniques for E-business intelligence

Mohiudddin A H Khan, Sateesh Kumar Pradhan, Saleh Mohammed Al-Turki
2015 2015 2nd World Symposium on Web Applications and Networking (WSWAN)  
Online product reviews are a major source of business intelligence that helps managers and marketers understand customers concerns and interests.  ...  Automated tools have emerged to facilitate this analysis, however most lack the capability of extracting the relationships between the reviews' rich expressions and the customer ratings.  ...  Pradhan's endless support is a mojor contribution for the finalization of the research paper.  ... 
doi:10.1109/wswan.2015.7210313 fatcat:3cnnyxt2pbcrdds5pxvz3mdpky

The Impact of Artificial Intelligence Use on the E-Commerce in Romania

Adrian Micu, Dunarea de Jos University, Galati, RomĢnia, Angela-Eliza Micu, Marius Geru, Alexandru Capatina, Mihaela-Carmen Muntean, Ovidius University, Constan?a, RomĢnia, Transilvania University, Bra?ov, RomĢnia, Dunarea de Jos University, Galati, RomĢnia, Dunarea de Jos University, Galati, RomĢnia
2021 Amfiteatru Economic  
This study aims at identifying the tools used in e-commerce, able to optimize marketing campaigns.  ...  At the same time, for the quantitative study, three hypotheses have been tested to identify the motivation to buy online, as well as the methods used by online store managers in the communication process  ...  The fast growth of e-commerce has stimulated applications for extracting and understanding the data generated by customers' financial transactions.  ... 
doi:10.24818/ea/2021/56/137 fatcat:r3ikmv24ivgqnfvgzqyoorax4q

iJADE web-miner: an intelligent agent framework for internet shopping

R.S.T. Lee, J.N.K. Liu
2004 IEEE Transactions on Knowledge and Data Engineering  
It is based on a multiagent development platform, namely, iJADE (Intelligent Java Agent Development Environment), which supports various e-commerce applications.  ...  There is growing interest in using intelligent software agents for a variety of tasks, including navigating and retrieving information from the Internet and from databases, online shopping activities,  ...  ACKNOWLEDGMENTS The authors are grateful for the partial support provided by the Central Research Grants, B-Q569 and G-T375, and the Departmental (Department of Computing) Grant for the iJADE project (  ... 
doi:10.1109/tkde.2004.1269670 fatcat:yfgd6k2tgve3rbwb5vfb2pouiy

E-commerce Trends

Maria Cristina ENACHE
2018 Annals of Dunarea de Jos University. Fascicle I : Economics and Applied Informatics  
Key Words: Computer Networks, E-commerce, Internet, Traditional commerce.  ...  The E-commerce sector has seen tremendous growth in recent years by the increasing use of devices such as smart phones, tablets, access to the internet through broadband, 3G, 4G and credibility of E-commerce  ...  Introduction Electronic commerce or E-commerce consists primarily of the distributing, buying, selling, marketing, and servicing of products or services over electronic systems such as the Internet and  ... 
doi:10.26397/eai158404098 doaj:3dfa3acac097412c92d2db4095eac3b7 fatcat:r4lix55ebngnxjobtxbwd36vaq

An Approach For Extracting and Predicting Instance-specific Attribute Values from E-commerce Sites for Used Products

Hettiarachchige Dona Nidhana Harshika, Kihaya Sugiura, Naoki Yamada, Masahiro Nishi, Naoki Fukuta
2017 International journal of smart computing and artificial intelligence  
that are selling on e-commerce sites.  ...  However, in the used-products purchasing scenario via e-commerce sites, consumers may consider much more attributes about the products than that for purchasing new products.  ...  Acknowledgment The work was partly supported by Grants-in-Aid for Challenging Exploratory Research 26540162.  ... 
doi:10.52731/ijscai.v1.i2.97 fatcat:wlmhgbsze5ayhd64n5pr7lqnwm
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