Tools

LEADER 03530cam 22005412 4500

001 ssj0000318572;

003 WaSeSS;

005 20200412081236.0;

006 m d ;

007 cr n ;

008 090409e20090629njua s|||||||| 2|eng|d;

020 a| 9783642018909;

020 a| 3642018904 (Trade Cloth)c| USD 159.00 Retail Price (Publisher)9| Active Record;

024 3 a| 9783642018909;

035 a| (WaSeSS)ssj0000318572;

037 a| 3642018904b| 00024965;

040 a| BIP USd| WaSeSS;

049 a| EREEa| NEHH;

100 1 a| Berendt, Bettinae| Editor4| edt=| ^A589741;

245 10 a| Knowledge Discovery Enhanced with Semantic and Social Informationh| [electronic resource];

260 a| New York : b| Springer;

300 a| x, 146 p.b| illc| 23.500 x 015.500 cm.;

440 0 a| Studies in Computational Intelligence Ser.;

506 a| Available only to authorized users.;

520 8 a| Annotationb| This book is a showcase of recent advances in knowledge discovery enhanced with semantic and social information. It includes eight contributed chapters that grew out of two joint workshops at ECML/PKDD 2007.There is general agreement that the effectiveness of Machine Learning and Knowledge Discovery output strongly depends not only on the quality of source data and the sophistication of learning algorithms, but also on additional input provided by domain experts. There is less agreement on whether, when and how such input can and should be formalized as explicit prior knowledge.The six chapters in the first part of the book aim to investigate this aspect by addressing four different topics: inductive logic programming; the role of human users; investigations of fully automated methods for integrating background knowledge; the use of background knowledge for Web mining. The two chapters in the second part are motivated by the Web 2.0 (r)evolution and the increasingly strong role of user-generated content. The contributions emphasize the vision of the Web as a social medium for content and knowledge sharing.;

538 a| Mode of access: World Wide Web;

650 4 a| Machine Learning;

650 4 a| Logic Programming;

650 4 a| Knowledge Management;

650 4 a| Computational Intelligence;

655 0 a| Electronic books.=| ^A491897;

700 1 a| Mladenic, Dunjae| Editor4| edt?| UNAUTHORIZED;

700 1 a| de Gemmis, Marcoe| Editor4| edt?| UNAUTHORIZED;

700 1 a| Semeraro, Giovannie| Editor4| edt?| UNAUTHORIZED;

700 1 a| Spiliopoulou, Myrae| Editor4| edt?| UNAUTHORIZED;

700 1 a| Stumme, Gerde| Editor4| edt?| UNAUTHORIZED;

700 1 a| Svatek, Vojteche| Editor4| edt?| UNAUTHORIZED;

700 1 a| Zelezny, Filipe| Editor4| edt?| UNAUTHORIZED;

856 40 z| Full text available from SpringerLINK Studies in Computational Intelligence Contemporary (1997-present)u| https://go.openathens.net/redirector/ecu.edu?url=http%3A%2F%2Flink.springer.com%2Fopenurl%3Fgenre%3Dbook%26isbn%3D978-3-642-01890-9;

949 a| CLICK ON WEB ADDRESSw| ASISh| JOYNER188;

949 a| CLICK ON WEB ADDRESSw| ASISh| HSL77;

949 a| CLICK ON WEB ADDRESSw| ASISh| JMUSIC60;

596 a| 1 3 4;

998 a| 4149456;

999 a| CLICK ON WEB ADDRESSw| ASISc| 1i| 4149456-1001l| JNETm| JOYNERr| Ys| Yt| JNESSBKu| 1/2/2016x| EBOOKz| JERESOURCE;

999 a| CLICK ON WEB ADDRESSw| ASISc| 1i| 4149456-2001l| HSLELECm| HSLr| Ys| Yt| HEBKu| 1/2/2016x| EBOOKz| HERESOURCE;

999 a| CLICK ON WEB ADDRESSw| ASISc| 1i| 4149456-3001l| MNETm| JMUSICr| Ys| Yt| MNESSBKu| 1/2/2016x| EBOOKz| JERESOURCE;

Knowledge Discovery Enhanced with Semantic and Social Information

Author/creator	Berendt, Bettina Editor
Format	Electronic
Publication Info	New York : Springer
Description	x, 146 p. ill 23.500 x 015.500 cm.
Supplemental Content	Full text available from SpringerLINK Studies in Computational Intelligence Contemporary (1997-present)
Subjects	Machine Learning Logic Programming Knowledge Management Computational Intelligence

Other author/creator	Mladenic, Dunja Editor
Other author/creator	de Gemmis, Marco Editor
Other author/creator	Semeraro, Giovanni Editor
Other author/creator	Spiliopoulou, Myra Editor
Other author/creator	Stumme, Gerd Editor
Other author/creator	Svatek, Vojtech Editor
Other author/creator	Zelezny, Filip Editor
Series	Studies in Computational Intelligence Ser.
Summary	Annotation This book is a showcase of recent advances in knowledge discovery enhanced with semantic and social information. It includes eight contributed chapters that grew out of two joint workshops at ECML/PKDD 2007.There is general agreement that the effectiveness of Machine Learning and Knowledge Discovery output strongly depends not only on the quality of source data and the sophistication of learning algorithms, but also on additional input provided by domain experts. There is less agreement on whether, when and how such input can and should be formalized as explicit prior knowledge.The six chapters in the first part of the book aim to investigate this aspect by addressing four different topics: inductive logic programming; the role of human users; investigations of fully automated methods for integrating background knowledge; the use of background knowledge for Web mining. The two chapters in the second part are motivated by the Web 2.0 (r)evolution and the increasingly strong role of user-generated content. The contributions emphasize the vision of the Web as a social medium for content and knowledge sharing.
Access restriction	Available only to authorized users.
Technical details	Mode of access: World Wide Web
Genre/form	Electronic books.
ISBN	9783642018909
ISBN	3642018904 (Trade Cloth) Active Record
Standard identifier#	9783642018909
Stock number	3642018904 00024965

Availability

Library	Location	Call Number	Status	Item Actions
	Electronic Resources	Access Content Online	✔ Available

Knowledge Discovery Enhanced with Semantic and Social Information

Click here for more information about this title

Availability