TY - GEN
T1 - Towards the development of a knowledge base for realizing user-friendly data mining
AU - Espinosa, Roberto
AU - García-Saiz, Diego
AU - Zubcoff, Jose Jacobo
AU - Mazón, Jose Norberto
AU - Zorrilla, Marta
PY - 2012
Y1 - 2012
N2 - Initiatives as open data, make available more and more data to everybody, thus fostering new techniques for enabling non-expert users to analyse data in an easier manner. Data mining techniques allow acquiring knowledge from available data but it requires a high level of expertise in both preparing data sets and selecting the right mining algorithm. This paper is a first step towards a user-friendly data mining approach in which a knowledge base is created with the aim of guiding non-expert users in obtaining reliable knowledge from data sources.
AB - Initiatives as open data, make available more and more data to everybody, thus fostering new techniques for enabling non-expert users to analyse data in an easier manner. Data mining techniques allow acquiring knowledge from available data but it requires a high level of expertise in both preparing data sets and selecting the right mining algorithm. This paper is a first step towards a user-friendly data mining approach in which a knowledge base is created with the aim of guiding non-expert users in obtaining reliable knowledge from data sources.
UR - https://www.scopus.com/pages/publications/84869805733
U2 - 10.1007/978-3-642-35233-1_13
DO - 10.1007/978-3-642-35233-1_13
M3 - Conference contribution
AN - SCOPUS:84869805733
SN - 9783642352324
T3 - Communications in Computer and Information Science
SP - 121
EP - 126
BT - Metadata and Semantics Research - 6th Research Conference, MTSR 2012, Proceedings
T2 - 6th Research Conference on Metadata and Semantics Research, MTSR 2012
Y2 - 28 November 2012 through 30 November 2012
ER -