Sentiment Analysis for e-Services

被引:2
|
作者
Santos-Sanchez, F. [1 ]
Mendez-Vazquez, A. [1 ]
机构
[1] CINVESTAV, Dept Elect Engn & Comp Sci, Guadalajara, Jalisco, Mexico
关键词
e-service; emotion; sentiment; analysis; clustering algorithms;
D O I
10.1109/IIAI-AAI.2014.20
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
New e-services come on-line each year at an exponential rate. Most of them have the need to analyze and interpret enormous quantities of data. However, many of them do not take into account the emotions and sentiments in the Web page for their analysis. Thus, in this work, we proposed a novel system to obtain data of interest from a Web search engine by analyzing the emotional and sentimental content of each page. This information can provide a new way to identify the community response to a product: Given the positive vs negative average sentimental rates in the forums, it is possible to know the Web community perception to the product. In addition, this classification makes possible to identify the best sales options given a certain product, and it also permits to obtain a great reduction in the needed time to find the best options by grouping the comparison pages for an easy access. Thus, we believe that this system is the beginning of a new way to help the user in their selection of the best product to buy, and it makes possible to have a better understanding on how the users perceive the recommended products.
引用
收藏
页码:42 / 47
页数:6
相关论文
共 50 条
  • [41] A framework for provisioning of complex e-services
    Modafferi, S
    Mussi, E
    Maurino, A
    Pernici, B
    2004 IEEE INTERNATIONAL CONFERENCE ON SERVICES COMPUTING, PROCEEDINGS, 2004, : 81 - 90
  • [42] Intelligent agents in e-services - Introduction
    Cheung, William K.
    Hsu, Jane Y.
    ELECTRONIC COMMERCE RESEARCH AND APPLICATIONS, 2007, 6 (04) : 367 - 368
  • [43] Usability Evaluation of Lexicographic e-Services
    Alhafi, Diana
    Deik, Anton
    Jarrar, Mustafa
    2019 IEEE/ACS 16TH INTERNATIONAL CONFERENCE ON COMPUTER SYSTEMS AND APPLICATIONS (AICCSA 2019), 2019,
  • [44] Integrated e-Services in Public Sector
    Sirkemaa, Seppo J.
    SERVICE COMPUTATION 2010: THE SECOND INTERNATIONAL CONFERENCES ON ADVANCED SERVICE COMPUTING, 2010, : 111 - 115
  • [45] E-services: Website explains basics
    Anon
    2001, Cahner Publishing Co. (56):
  • [46] Personalization as a means to improve e-services
    Theocharis, Stamatios A.
    Tsihrintzis, George A.
    2013 INTERNATIONAL CONFERENCE ON COMPUTER, INFORMATION AND TELECOMMUNICATION SYSTEMS (CITS), 2013,
  • [47] Metering and accounting for composite e-services
    Agarwal, V
    Karnik, N
    Kumar, A
    IEEE INTERNATIONAL CONFERENCE ON E-COMMERCE, 2003, : 35 - 39
  • [48] e-Services in Moldova: State of the Art
    Cosuleanu, Ion
    COMPUTER SCIENCE JOURNAL OF MOLDOVA, 2008, 16 (03) : 409 - 441
  • [49] Land market and e-services in Bulgaria
    Stoyneva, D.
    AGRICULTURAL ECONOMICS-ZEMEDELSKA EKONOMIKA, 2007, 53 (04): : 167 - 172
  • [50] A Framework for the Choreography of Intelligent e-Services
    Ntshinga, W. L.
    Ojo, S. O.
    Ngassam, E. K.
    PROCEEDINGS OF THE SOUTH AFRICAN INSTITUTE FOR COMPUTER SCIENTISTS AND INFORMATION TECHNOLOGISTS CONFERENCE, 2012, : 111 - 118