DMDSS: data mining based decision support system to integrate data mining and decision support

DMDSS: data mining based decision support system to integrate data mining and decision support

Modern organizations use several types of decision support systems to facilitate decision support. In many cases OLAP based tools are used in the business area, which enable multiple views on data and through that a deductive approach to data analysis. Data mining extends the possibilities for decis...

Full description

Saved in:
Bibliographic Details
Published in:28th International Conference on Information Technology Interfaces, 2006 pp. 225 - 230
Main Authors: Rupnik, R., Kukar, M., Bajec, M., Krisper, M.
Format: Conference Proceeding
Language:English
Published: IEEE 2006
Subjects:
Data analysis
Data mining
Decision making
Decision support systems
Information analysis
Information science
Pattern analysis
Performance analysis
Supervised learning
Unsupervised learning
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Abstract Modern organizations use several types of decision support systems to facilitate decision support. In many cases OLAP based tools are used in the business area, which enable multiple views on data and through that a deductive approach to data analysis. Data mining extends the possibilities for decision support by discovering patterns and relationships hidden in data and therefore enabling the inductive approach of data analysis. The paper introduces data mining based decision support system, which was designed for business users to enable them to use data mining models to facilitate decision support with only a basic level of knowledge of data mining
AbstractList Modern organizations use several types of decision support systems to facilitate decision support. In many cases OLAP based tools are used in the business area, which enable multiple views on data and through that a deductive approach to data analysis. Data mining extends the possibilities for decision support by discovering patterns and relationships hidden in data and therefore enabling the inductive approach of data analysis. The paper introduces data mining based decision support system, which was designed for business users to enable them to use data mining models to facilitate decision support with only a basic level of knowledge of data mining
Author Rupnik, R.
Bajec, M.
Krisper, M.
Kukar, M.
Author_xml – sequence: 1
  givenname: R.
  surname: Rupnik
  fullname: Rupnik, R.
  organization: Fac. of Comput. & Inf. Sci., Ljubljana Univ
– sequence: 2
  givenname: M.
  surname: Kukar
  fullname: Kukar, M.
  organization: Fac. of Comput. & Inf. Sci., Ljubljana Univ
– sequence: 3
  givenname: M.
  surname: Bajec
  fullname: Bajec, M.
  organization: Fac. of Comput. & Inf. Sci., Ljubljana Univ
– sequence: 4
  givenname: M.
  surname: Krisper
  fullname: Krisper, M.
  organization: Fac. of Comput. & Inf. Sci., Ljubljana Univ
BookMark eNplkL1OwzAYRS1RJErJjsTiF0j4bDexzYZafiIVMbSsVP75UlkiThSboW9PJbogprvcc6R7r8ksDhEJuWVQMQb6vt21FQdoKiZBLRW_IIWWStdCMqGg1jMyZ0JAyYDxK1KkFCwAB6WFZnPyuX5bb7cP1JtsaB9iiAdqTUJPPbqQwhBp-h7HYco0HVPGnuaBhpjxMJmMfzAT_0M35LIzXwmLcy7Ix_PTbvVabt5f2tXjpgxM1rnk1pqOG6EcSodON94yA7K2xmqQGj0KY1XdnHZJ6_yyc07b7lT3An3jUCzI3a83IOJ-nEJvpuP-_Ij4AZEcWNA
ContentType Conference Proceeding
DBID 6IE
6IL
CBEJK
RIE
RIL
DOI 10.1109/ITI.2006.1708482
DatabaseName IEEE Electronic Library (IEL) Conference Proceedings
IEEE Proceedings Order Plan All Online (POP All Online) 1998-present by volume
IEEE Xplore All Conference Proceedings
IEEE Electronic Library Online
IEEE Proceedings Order Plans (POP All) 1998-Present
DatabaseTitleList
Database_xml – sequence: 1
  dbid: RIE
  name: IEEE Electronic Library Online
  url: http://ieeexplore.ieee.org/Xplore/DynWel.jsp
  sourceTypes: Publisher
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
EndPage 230
ExternalDocumentID 1708482
Genre orig-research
GroupedDBID 6IE
6IF
6IK
6IL
6IN
AAJGR
AARBI
ALMA_UNASSIGNED_HOLDINGS
BEFXN
BFFAM
BGNUA
BKEBE
BPEOZ
CBEJK
OCL
RIE
RIL
ID FETCH-LOGICAL-i175t-2bbaf2a38ce7cec96db1a075bab9079ede3ab8567897bcd4fcc9bf38cd3ed6ce3
IEDL.DBID RIE
ISBN 9789537138059
9537138054
ISSN 1330-1012
IngestDate Wed Jun 26 19:22:42 EDT 2024
IsPeerReviewed false
IsScholarly true
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-i175t-2bbaf2a38ce7cec96db1a075bab9079ede3ab8567897bcd4fcc9bf38cd3ed6ce3
PageCount 6
ParticipantIDs ieee_primary_1708482
PublicationCentury 2000
PublicationDate 20060000
PublicationDateYYYYMMDD 2006-01-01
PublicationDate_xml – year: 2006
  text: 20060000
PublicationDecade 2000
PublicationTitle 28th International Conference on Information Technology Interfaces, 2006
PublicationTitleAbbrev ITI
PublicationYear 2006
Publisher IEEE
Publisher_xml – name: IEEE
SSID ssib002089391
ssib003012261
ssib000986468
ssib005283003
ssj0000395209
ssib001418696
ssib002806550
Score 1.6595864
Snippet Modern organizations use several types of decision support systems to facilitate decision support. In many cases OLAP based tools are used in the business...
SourceID ieee
SourceType Publisher
StartPage 225
SubjectTerms Data analysis
Data mining
Decision making
Decision support systems
Information analysis
Information science
Pattern analysis
Performance analysis
Supervised learning
Unsupervised learning
Title DMDSS: data mining based decision support system to integrate data mining and decision support
URI https://ieeexplore.ieee.org/document/1708482
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://sdu.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV09T8MwELVoJ1j4aBHf8sBIqBMndcxKW7UDCKlFYqLyx0ViIK1o8v85OyFNBQubE8VS5ER-7_nu3hFyGwGXgFATpEmMAsXiSMmEBcB0FFkhrPK-BdO5eH5LR2Nnk3PX1MIAgE8-g3s39LF8uzKlOyobhMK5v-OG2xEyrWq1WlQhHcYt6hzGrtlSizozRGbZrtlE8E3a1DlEJtKyqnLOWHWE0u_qXNYZI6jqWOBssVDkyYSjykuR91RmPs21_AmJMjmYLWZV1KN-_51GLh7HJof_W4Ej0t8WBNKXBuqOyR7kJ-Sg5WXYI--jp9F8_kBdyin99G0nqINIS23dxoduyrVj-7Ryj6bFijZmFTvTVP57Up-8TsaLx2lQN28IPpCRFEGktcoixVMDwoCRQ6tDhfxEK416XIIFrnSaIFZKoY2NM2OkzvBxy8EODfBT0s1XOZwRmlmWQIRC0QgWxzpTjqZlxpU6Gvxm-pz03Eot15U_x7JepIu_b1-S_e0xyhXpFl8lXJPOxpY3_o_6BuZivQA
link.rule.ids 310,311,782,786,791,792,798,4054,4055,27934,54767
linkProvider IEEE
linkToHtml http://sdu.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV09T8MwELWgDMDCR4v4xgMjoUmcxDErbdWKtkJqkZio_HGROpBWtPn_nJOQpoKFzYniIU7k957v7h0h9z4wAQg1ThwGKFAMjqQIXQdc5fuGcyNz34L-hI_f407X2uQ8VLUwAJAnn8GjHeaxfLPQmT0qa3vcur_jhrsXBjziRbVWjSzEUVAjz15g2y3VyLOL2CzqVZsIv2GdPHvIRWpmVdYbq4xR5vs6E2XOCOo617HGWCjzRMhQ58XIfAo7n-pa_ARFXdEeTAdF3KN8g61WLjmS9Y7-twbHpLUpCaSvFdidkB1IT8lhzc2wST46o85k8kRt0in9zBtPUAuShpqykQ9dZUvL92nhH03XC1rZVWxNk-nvSS3y1utOn_tO2b7BmSMnWTu-UjLxJYs1cA1aREZ5EhmKkgoVuQADTKo4RLQUXGkTJFoLleDjhoGJNLAz0kgXKZwTmhg3BB-louZuEKhEWqKWaFvsqPGbqQvStCs1WxYOHbNykS7_vn1H9vvT0XA2HIxfrsjB5lDlmjTWXxnckN2VyW7zv-sbErnAUQ
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=proceeding&rft.title=28th+International+Conference+on+Information+Technology+Interfaces%2C+2006&rft.atitle=DMDSS%3A+data+mining+based+decision+support+system+to+integrate+data+mining+and+decision+support&rft.au=Rupnik%2C+R.&rft.au=Kukar%2C+M.&rft.au=Bajec%2C+M.&rft.au=Krisper%2C+M.&rft.date=2006-01-01&rft.pub=IEEE&rft.isbn=9789537138059&rft.issn=1330-1012&rft.spage=225&rft.epage=230&rft_id=info:doi/10.1109%2FITI.2006.1708482&rft.externalDocID=1708482
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1330-1012&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1330-1012&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1330-1012&client=summon