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 2012 website.
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Uploaded videos:
Lectures
Informal sentiment analysis in multiple domains for English and Spanish
Nov 16, 2012
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2913 Views
Multilingual Document Retrieval Through Hub Languages
Nov 16, 2012
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2727 Views
Internals of an Aggregated Web News Feed
Nov 16, 2012
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2747 Views
NewsSearch: Search and Dynamic Re-ranking over News Corpora
Nov 16, 2012
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2537 Views
Are You for Real? Learning Event Factuality in Croatian Texts
Nov 16, 2012
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3067 Views
Narrator: System for Report Generation in Natural Language
Nov 16, 2012
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2835 Views
Searching for Information in Software Development Projects Using the Alert Syste...
Nov 16, 2012
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2832 Views
Complex Event Processing and Data Mining for Smart Cities
Nov 16, 2012
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5142 Views
Evaluating Photo Aesthetics Using Machine Learning
Nov 16, 2012
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4275 Views