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 2013 website.
Related categories
Uploaded videos:
Invited talk
The Challenges of Data Cooperatives: Collaboration, Competition, Controversy?
Oct 30, 2013
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2937 Views
Semantic Technologies
Applying NLP for building domain ontology: fashion collection
Oct 30, 2013
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3217 Views
Call centre knowledge acquisition and decision support prototype
Oct 30, 2013
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2235 Views
Semi-automatic rule construction for semantic linking of relation arguments
Oct 30, 2013
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1789 Views
Text/Data Mining and Semantic Technologies
Personalized Query Auto-Completion for News Search
Oct 30, 2013
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2007 Views
Parameter Estimation for the Latent Dirichlet Allocation
Oct 30, 2013
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4890 Views
Discovering popular events from tweets
Oct 30, 2013
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2708 Views
Usage of the Kalman filter for data cleaning of sensor data
Oct 30, 2013
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3596 Views
Applications of Text/Data Mining
Event processing in asset management
Oct 30, 2013
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1830 Views
Sensor-based single-user activity recognition
Oct 30, 2013
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2294 Views
(i)DiversiNews a stream-based, on-line service for diversified news
Oct 30, 2013
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2875 Views
Data Mining and Machine Learning Technologies
Calculating distance measure for clustering in multi-relational settings
Oct 30, 2013
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1778 Views