research-article

Challenging research issues in data mining, databases and information retrieval

Author:

Aparna S. VardeAuthors Info & Claims

ACM SIGKDD Explorations Newsletter, Volume 11, Issue 1

Pages 49 - 52

https://doi.org/10.1145/1656274.1656284

Published: 16 November 2009 Publication History

Abstract

Data mining research along with related fields such as databases and information retrieval poses challenging problems, especially for doctoral students. The research spreads over a variety of topics such as text mining, semantic web, multilingual information analysis, heterogeneous data management, database learning, digital libraries and more. Much of this research cuts across multiple fields and presents interesting issues for discussion at conferences with a confluence of several tracks. The ACM Conference on Information and Knowledge Management provides an excellent environment for presenting such research problems spanning the three tracks of database systems, information retrieval and knowledge management. This article provides an overview of the dissertation problems presented at a Ph.D. workshop in the ACM Conference on Information and Knowledge Management. The goal of such workshops is to allow students to showcase their creative ideas at an early stage. This enables experts to critique their work and also gives the students an opportunity to exchange their thoughts with each other, besides providing excellent networking opportunities with industry and academia. This article provides an overview of the papers presented at the Ph.D workshop. It serves as a motivation for researchers to delve deeper into the innovative dissertation problems summarized here and the related work in these areas.

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Cited By

Hidalgo RSalah NChandra Jetty RJetty AVarde A(2024)Personalizing Text-to-Image Diffusion Models by Fine-Tuning Classification for AI ApplicationsIntelligent Systems and Applications10.1007/978-3-031-47721-8_44(642-658)Online publication date: 10-Jan-2024
https://doi.org/10.1007/978-3-031-47721-8_44
Kacimi MPreda NRamanath MBailey JMoffat AAggarwal Cde Rijke MKumar RMurdock VSellis TYu J(2015)PIKM 2015Proceedings of the 24th ACM International on Conference on Information and Knowledge Management10.1145/2806416.2806873(1951-1952)Online publication date: 17-Oct-2015
https://dl.acm.org/doi/10.1145/2806416.2806873
Nica ASuchanek FVarde A(2015)New Research Directions in Knowledge Discovery and Allied SpheresACM SIGKDD Explorations Newsletter10.1145/2783702.278370816:2(46-49)Online publication date: 21-May-2015
https://dl.acm.org/doi/10.1145/2783702.2783708
Show More Cited By

Index Terms

Challenging research issues in data mining, databases and information retrieval
1. Computing methodologies
  1. Machine learning
2. Information systems

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Published In

cover image ACM SIGKDD Explorations Newsletter

ACM SIGKDD Explorations Newsletter Volume 11, Issue 1

June 2009

56 pages

ISSN:1931-0145

EISSN:1931-0153

DOI:10.1145/1656274

Issue’s Table of Contents

Copyright © 2009 Author.

Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 16 November 2009

Published in SIGKDD Volume 11, Issue 1

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Cited By

Hidalgo RSalah NChandra Jetty RJetty AVarde A(2024)Personalizing Text-to-Image Diffusion Models by Fine-Tuning Classification for AI ApplicationsIntelligent Systems and Applications10.1007/978-3-031-47721-8_44(642-658)Online publication date: 10-Jan-2024
https://doi.org/10.1007/978-3-031-47721-8_44
Kacimi MPreda NRamanath MBailey JMoffat AAggarwal Cde Rijke MKumar RMurdock VSellis TYu J(2015)PIKM 2015Proceedings of the 24th ACM International on Conference on Information and Knowledge Management10.1145/2806416.2806873(1951-1952)Online publication date: 17-Oct-2015
https://dl.acm.org/doi/10.1145/2806416.2806873
Nica ASuchanek FVarde A(2015)New Research Directions in Knowledge Discovery and Allied SpheresACM SIGKDD Explorations Newsletter10.1145/2783702.278370816:2(46-49)Online publication date: 21-May-2015
https://dl.acm.org/doi/10.1145/2783702.2783708
de Melo GKacimi MVarde ALi JWang XGarofalakis MSoboroff ISuel TWang M(2014)PIKM 2014Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management10.1145/2661829.2663543(2098-2099)Online publication date: 3-Nov-2014
https://dl.acm.org/doi/10.1145/2661829.2663543
Kacimi MSuchanek FVarde A(2013)Databases, information retrieval and knowledge managementACM SIGMOD Record10.1145/2536669.253668542:3(71-74)Online publication date: 17-Oct-2013
https://dl.acm.org/doi/10.1145/2536669.2536685
Suchanek FNica AHe QIyengar ANejdl WPei JRastogi R(2013)PIKM 2013Proceedings of the 22nd ACM international conference on Information & Knowledge Management10.1145/2505515.2505817(2561-2562)Online publication date: 27-Oct-2013
https://dl.acm.org/doi/10.1145/2505515.2505817
Varde ASuchanek FChen XLebanon GWang HZaki M(2012)PIKM 2012Proceedings of the 21st ACM international conference on Information and knowledge management10.1145/2396761.2398763(2776-2777)Online publication date: 29-Oct-2012
https://dl.acm.org/doi/10.1145/2396761.2398763
Bhatt A(2012)Comparative analysis of attribute selection measures used for attribute selection in decision tree induction2012 International Conference on Radar, Communication and Computing (ICRCC)10.1109/ICRCC.2012.6450584(230-234)Online publication date: Dec-2012
https://doi.org/10.1109/ICRCC.2012.6450584
Nica ASuchanek F(2011)PIKM 2011Proceedings of the 20th ACM international conference on Information and knowledge management10.1145/2063576.2064049(2633-2634)Online publication date: 24-Oct-2011
https://dl.acm.org/doi/10.1145/2063576.2064049
Nica AVarde AHuang JKoudas NJones GWu XCollins-Thompson KAn A(2010)PIKM 2010Proceedings of the 19th ACM international conference on Information and knowledge management10.1145/1871437.1871795(1979-1980)Online publication date: 26-Oct-2010
https://dl.acm.org/doi/10.1145/1871437.1871795

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