TY - GEN
T1 - Research directions of OLAP personalizaton
AU - Kozmina, Natalija
AU - Niedrite, Laila
PY - 2011
Y1 - 2011
N2 - In this paper we have highlighted five existing approaches for introducing personalization in OLAP: preference constructors, dynamic personalization, visual OLAP, recommendations with user session analysis and recommendations with user profile analysis and have analyzed research papers within these directions.We have provided an evaluation in order to point out i) personalization options, described in these approaches, and its applicability to OLAP schema elements, aggregate functions, OLAP operations, ii) the type of constraints (hard, soft or other), used in each approach, iii) the methods for obtaining user preferences and collecting user information. The goal of our paper is to systematize the ideas proposed already in the field of OLAP personalization to find out further possibility for extending or developing new features of OLAP personalization.
AB - In this paper we have highlighted five existing approaches for introducing personalization in OLAP: preference constructors, dynamic personalization, visual OLAP, recommendations with user session analysis and recommendations with user profile analysis and have analyzed research papers within these directions.We have provided an evaluation in order to point out i) personalization options, described in these approaches, and its applicability to OLAP schema elements, aggregate functions, OLAP operations, ii) the type of constraints (hard, soft or other), used in each approach, iii) the methods for obtaining user preferences and collecting user information. The goal of our paper is to systematize the ideas proposed already in the field of OLAP personalization to find out further possibility for extending or developing new features of OLAP personalization.
UR - https://www.scopus.com/pages/publications/84881421703
U2 - 10.1007/978-1-4419-9790-6_28
DO - 10.1007/978-1-4419-9790-6_28
M3 - Conference paper
AN - SCOPUS:84881421703
SN - 9781441996459
T3 - Information Systems Development - Business Systems and Services: Modeling and Development
SP - 345
EP - 356
BT - Information Systems Development - Business Systems and Services
T2 - 19th International Conference on Information Systems Development, ISD 2010
Y2 - 25 August 2010 through 27 August 2010
ER -