About
Data handling technologies are significantly progressing. The first phases mainly dealing with storing and efficiently accessing the data, resulted in the development of industry delivering tools for handling large databases, standardization of related processes, queering languages, etc. When the data storage was not a primary problem any more the need for improving the database organization resulted in the databases supporting not only transactions but also analytical views of the data. At this point data warehousing with OLAP (On-Line-Analytical-Processing) entered as a usual part of a company information system. The OLAP paradigme stil requires from the user to set well defined questions which is not always easy and possible. This led to the development of Data Mining offering automatic data analysis trying to obtain some new information from the existing data and enabling the user some new insights in the data. Further development of methods for Text and Multimedia Mining enables handling textual, video and audio data in addition to well structured data in databases. Large amount of data and activities on the Web is further addressed in Web Mining where in addition to content of the Web documents, the structure of the Web and Web log-files are analysed. Structure of interconnected data objects is also in focus of Link Detection and Link Analysis, as for instance in Social Network Analysis.
To find out more please visit SiKDD 2014 website.
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Uploaded videos:
Invited talk
Automatically Labeling Facts in a Never-Ending Language Learning system
Dec 01, 2014
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4807 Views
Text Mining and Semantic Technologies
A System For Large Scale Data Exploration and Organization
Dec 01, 2014
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1953 Views
Towards Social Media Mining: Twitterobservatory
Dec 01, 2014
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1883 Views
TweetViz: Twitter Data Visualization
Dec 01, 2014
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1744 Views
Algorithm For Classification Of Textual Documents Represented By Tandem Analysis
Dec 01, 2014
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1653 Views
A High-Performance Multithreaded Approach For Clustering A Stream Of Documents
Dec 01, 2014
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1655 Views
Applications of Text/Data Mining
Consistency And Completeness Of Multiword Expressions During Translation
Dec 01, 2014
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1473 Views
Complex Event Detection And Prediction In Traffic
Dec 01, 2014
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2063 Views
Government Transparency Through Technology
Dec 01, 2014
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1804 Views
Mining Demand And Supply Data With Methods Of Economic Statistics
Dec 01, 2014
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1878 Views