ERMIS: Extracting Knowledge from Unstructured Big Data for Supporting Business Decision Making

被引:0
作者
Alexakos, Christos [1 ]
Arvanitis, Konstantinos [1 ]
Papalambrou, Andreas [1 ]
Amorgianiotis, Thomas [1 ]
Raptis, George [1 ]
Zervos, Nikolaos [1 ]
机构
[1] Ind Syst Inst, ATHENA Res & Innovat Ctr, Patras Sci Pk Bldg, Patras 26504, Greece
来源
ARTIFICIAL INTELLIGENCE APPLICATIONS AND INNOVATIONS, AIAI 2016 | 2016年 / 475卷
关键词
Big Data; Business Analytics; Ontologies; Data driven decision making; Knowledge extraction; INTELLIGENCE;
D O I
10.1007/978-3-319-44944-9_54
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Business managers support that decisions based on data analysis are better decisions. Nowadays, in the era of digital information, the accessible information sources are increasing rapidly, especially on the Internet. Also, the most critical information for business decisions is hidden in a large amount of unstructured data. Thus, Big Data analytics has become the cornerstone of modern Business Analytics providing insights for accurate decision making. ERMIS (Extensible pRoduct Monitoring by Indexing Social sources) system is able to aggregate unstructured and semi-structured data from different sources, process them and extracting knowledge by semantically annotating only the useful information. ERMIS Knowledge Base that is created from this process is a tool for supporting business decision making about a product.
引用
收藏
页码:611 / 622
页数:12
相关论文
共 20 条
[1]  
Allen T., 2013, TWITTER ONTOLOGY REP
[2]  
boyd d., 2011, DECADE INTERNET TIME, DOI DOI 10.2139/SSRN.1926431
[3]  
Brynjolfsson E., 2011, SSRN J
[4]  
Chen HC, 2012, MIS QUART, V36, P1165
[5]  
Gantz J., 2012, IDC iView: IDCAnalyze Future, V2007, P1
[6]   MoVA: A Visual Analytics Tool Providing Insight in the Big Mobile Network Data [J].
Kalamaras, Ilias ;
Papadopoulos, Stavros ;
Drosou, Anastasios ;
Tzovaras, Dimitrios .
ARTIFICIAL INTELLIGENCE APPLICATIONS AND INNOVATIONS, 2015, 458 :383-396
[7]   Trends in big data analytics [J].
Kambatla, Karthik ;
Kollias, Giorgos ;
Kumar, Vipin ;
Grama, Ananth .
JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2014, 74 (07) :2561-2573
[8]   BIG: An agent for resource-bounded information gathering and decision making [J].
Lesser, V ;
Horling, B ;
Klassner, F ;
Raja, A ;
Wagner, C ;
Zhang, SXQ .
ARTIFICIAL INTELLIGENCE, 2000, 118 (1-2) :197-244
[9]  
McAfee A, 2012, HARVARD BUS REV, V90, P60
[10]   WORDNET - A LEXICAL DATABASE FOR ENGLISH [J].
MILLER, GA .
COMMUNICATIONS OF THE ACM, 1995, 38 (11) :39-41