Publications
Usage Mining for and on the Semantic Web
Berendt, B.; Hotho, A. & Stumme, G.
Kargupta, H.; Joshi, A.; Sivakumar, K. & Yesha, Y., ed., 'Data Mining Next Generation Challenges and Future Directions', AAAI Press, Boston, 461-481 (2004) [pdf]
Semantic Web Mining aims at combining the two fast-developing
search areas Semantic Web and Web Mining.
b Mining aims at discovering insights about the meaning of Web
sources and their usage. Given the primarily syntactical nature
data Web mining operates on, the discovery of meaning is
possible based on these data only. Therefore, formalizations of
e semantics of Web resources and navigation behavior are
creasingly being used. This fits exactly with the aims of the
mantic Web: the Semantic Web enriches the WWW by
chine-processable information which supports the user in his
sks. In this paper, we discuss the interplay of the Semantic Web
th Web Mining, with a specific focus on usage mining.
Usage Mining for and on the Semantic Web
Berendt, B.; Hotho, A. & Stumme, G.
Kargupta, H.; Joshi, A.; Sivakumar, K. & Yesha, Y., ed., 'Data Mining Next Generation Challenges and Future Directions', AAAI Press, Boston, 461-481 (2004) [pdf]
Semantic Web Mining aims at combining the two fast-developing
search areas Semantic Web and Web Mining.
b Mining aims at discovering insights about the meaning of Web
sources and their usage. Given the primarily syntactical nature
data Web mining operates on, the discovery of meaning is
possible based on these data only. Therefore, formalizations of
e semantics of Web resources and navigation behavior are
creasingly being used. This fits exactly with the aims of the
mantic Web: the Semantic Web enriches the WWW by
chine-processable information which supports the user in his
sks. In this paper, we discuss the interplay of the Semantic Web
th Web Mining, with a specific focus on usage mining.