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TEXT MINING FOR TECHNOLOGY ROADMAPPING — THE STRATEGIC VALUE OF INFORMATION
KAYSER, VICTORIA; GOLUCHOWICZ, KERSTIN; BIERWISCH, ANTJE - In: International Journal of Innovation Management (ijim) 18 (2014) 03, pp. 1440004-1
text mining offers untapped potentials concerning early detection and environmental scanning. In this paper, the … roadmapping process is split into different steps in order to analyse which text mining methods could add further value within … each. This leads to a two-layered process model, which includes text mining techniques to systematically integrate external …
Persistent link: https://www.econbiz.de/10011011114
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A Composite Strategy for the Legal and Ethical Use of Data Mining
Payne, Dinah; Landry, Brett J. L. - In: International Journal of Management, Knowledge and Learning 1 (2012) 1, pp. 27-43
An increasingly popular business practice, data mining provides for the extraction of information from existing data to identify trends such as consumer purchasing practices and can foster greater efficiency in companies’ marketing efforts. There are corresponding costs associated with data...
Persistent link: https://www.econbiz.de/10010784053
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Integrating the Voice of Customers through Call Center Emails into a Decision Support System for Churn Prediction
COUSSEMENT, K.; POEL, D. VAN DEN - Faculteit Economie en Bedrijfskunde, Universiteit Gent - 2008
We studied the problem of optimizing the performance of a DSS for churn prediction. In particular, we investigated the beneficial effect of adding the voice of customers through call center emails – i.e. textual information - to a churn prediction system that only uses traditional marketing...
Persistent link: https://www.econbiz.de/10004982892
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EX POST AND EX ANTE IMPACT ANALYSIS OF RESEARCH PROGRAMMES USING CMMI FRAMEWORK
BODEA, Constanta Nicoleta; ATANASIU, Virginia; MENA, Angel - Facultatea de Cibernetica, Statistica şi Informatica … - 2009
intelligence techniques, such as OLAP (On-Line Analytical Processing), data mining and text mining. According our knowledge the …
Persistent link: https://www.econbiz.de/10008690260
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Analytics in Context
Mathematica Policy Research; Prepared by Mathematica … - 2014
Mathematica Policy Research offers a full suite of analytics services to maximize the transformative power of data and provide optimal solutions to today’s most pressing questions. Backed by decades of experience helping clients address complex challenges, we integrate state-of-the-art...
Persistent link: https://www.econbiz.de/10011144913
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SZÖVEGOSZTÁLYOZÁSI MÓDSZEREK A WEKA ADATBÁNYÁSZATI SZOFTVER SEGÍTSÉGÉVEL
Subecz, Zoltán - In: Acta Carolus Robertus 03 (2013) 1
I presented the usage of the Weka data-mining software and the principles of text classification. I examined several … text classification methods with the help of a practical example, where I processed 4000 real estate advertisements from …
Persistent link: https://www.econbiz.de/10011070298
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An Extension Collaborative Innovation Model in the Context of Big Data
Li, Xingsen; Tian, Yingjie; Smarandache, Florentin; … - In: International Journal of Information Technology & … 14 (2015) 01, pp. 69-91
The processes of generating innovative solutions mostly rely on skilled experts who are usually unavailable and their outcomes have uncertainty. Computer science and information technology are changing the innovation environment and accumulating Big Data from which a lot of knowledge is to be...
Persistent link: https://www.econbiz.de/10011279047
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Application of Data Mining Techniques for Proper Design of Knowledge Repository
Anis, M. Z.; Mukherjee, A.; Roy, B. K. - In: Journal of Information & Knowledge Management (JIKM) 06 (2007) 03, pp. 201-209
This paper reports a basic assessment of the usage of a knowledge repository called "XYZ Knowledge Repository", maintained by a company PQR for its client XYZ. Subsequently, a data mining method for finding sequential patterns in the web usage of the users was used. This captures the level of...
Persistent link: https://www.econbiz.de/10005080859
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UTILIZATION OF INTELLIGENT METHODS AND TECHNIQUES FOR CUSTOMER KNOWLEDGE MANAGEMENT
JELICA, TRNINIC; OLIVERA, GRLJEVIC; SERDAR, ANA MARIA - In: Perspectives of Innovation in Economics and Business (PIEB) 7 (2011) 1, pp. 48-50
In order to achieve better market position, companies need to develop customer-centric strategy and properly manage customer data at their disposal in order to obtain useful knowledge. However, conversion of customer data into customer knowledge is very challenging. Data mining methods and...
Persistent link: https://www.econbiz.de/10009646212
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Integrating artificial intelligence into organizational intelligence
LEON, Florin; ATANASIU, Gabriela M. - In: Management & Marketing 3 (2008) 2
Organizational intelligence is the capability of an organization to create knowledge and to use it in order to strategically adapt to its environment. Intelligence of an organization is more than the aggregated intelligence of its members – it is an emergent property of the complex...
Persistent link: https://www.econbiz.de/10005113484