Pregled bibliografske jedinice broj: 867209
Natural Language Processing as Feature Extraction Method for Building Better Predictive Models
Natural Language Processing as Feature Extraction Method for Building Better Predictive Models // Artificial Intelligence: Concepts, Methodologies, Tools, and Applications (4 Volumes) / Information Resources Management Association (USA) (ur.)., 2017. str. 1913-1937
CROSBI ID: 867209 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Natural Language Processing as Feature Extraction Method for Building Better Predictive Models
Autori
Klepac, Goran ; Velić, Marko
Vrsta, podvrsta i kategorija rada
Poglavlja u knjigama, znanstveni
Knjiga
Artificial Intelligence: Concepts, Methodologies, Tools, and Applications (4 Volumes)
Urednik/ci
Information Resources Management Association (USA)
Izdavač
IGI Global
Godina
2017
Raspon stranica
1913-1937
ISBN
9781522517597
Ključne riječi
Artificial Intelligence
Sažetak
Chapter covers natural language processing techniques and their application in predicitve models development. Two case studies are presented. First case describes a project where textual descriptions of various situations in call center of one telecommunication company were processed in order to predict churn. Second case describes sentiment analysis of business news and describes practical and testing issues in text mining projects. Both case studies depict different approaches and are implemented in different tools. Language of the texts processed in these projects is Croatian which belongs to the Slavic group of languages with more complex morphologies and grammar rules than English. Chapter concludes with several points on the future research possible in this domain.
Izvorni jezik
Engleski
Znanstvena područja
Informacijske i komunikacijske znanosti
