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 2015 website.
Related categories
Uploaded videos:
The Pursuit of Journalistic News Values through Text Mining Techniques
Oct 21, 2015
·
1393 Views
Mining scientific literature about ageing to support better understanding and tr...
Oct 21, 2015
·
1214 Views
Ingredients matching in bakery products
Oct 21, 2015
·
1605 Views
Indexing of large n-gram collection
Oct 21, 2015
·
1933 Views
Event detection in twitter with an event knowledge base
Oct 21, 2015
·
1325 Views
Expanding the OntoDM ontology with network analysis tasks and algorithms
Oct 21, 2015
·
1250 Views
Inverted Heuristics in Subgroup Discovery
Oct 21, 2015
·
1577 Views
Forecasting sales based on card transactions data
Oct 21, 2015
·
1429 Views