大葉大學圖書館 |

Big data analytics in the social and ubiquitous context[electronic resource] :5th International Workshop on Modeling Social Media, MSM 2014, 5th International Workshop on Mining Ubiquitous and Social Environments, MUSE 2014, and First International Workshop on Machine Learning for Urban Sensor Data, SenseML 2014 : revised selected papers /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
杜威分類號:	006.3
書名/作者:	Big data analytics in the social and ubiquitous context : 5th International Workshop on Modeling Social Media, MSM 2014, 5th International Workshop on Mining Ubiquitous and Social Environments, MUSE 2014, and First International Workshop on Machine Learning for Urban Sensor Data, SenseML 2014 : revised selected papers // edited by Martin Atzmueller ... [et al.].
其他題名:	MSM 2014
其他作者:	Atzmueller, Martin.
團體作者:	Clark Conference
出版者:	Cham : : Springer International Publishing :, 2016.
面頁冊數:	ix, 187 p. : : ill., digital ;; 24 cm.
Contained By:	Springer eBooks
標題:	Ubiquitous computing
標題:	Data mining
標題:	Big data - Congresses.
標題:	Machine learning
標題:	Computer Science.
標題:	Artificial Intelligence (incl. Robotics)
標題:	Information Storage and Retrieval.
標題:	Data Mining and Knowledge Discovery.
標題:	Database Management.
標題:	Information Systems Applications (incl. Internet)
ISBN:	9783319290096
ISBN:	9783319290089
內容註:	Using Wikipedia for Cross-language Named Entity Recognition -- On the Predictive Power of Web Intelligence and Social Media -- A Latent Space Analysis of Editor Lifecycles in Wikipedia -- On Spatial Measures of Geographic Relevance for Geotagged Social Media Content -- Formation and Temporal Evolution of Social Groups During Coffee Breaks -- A Habit Detection Algorithm (HDA) for Discovering Recurrent Patterns in Smart Meter Time Series -- RoADS: A road pavement monitoring system for anomaly detection using smart phones -- Mining ticketing logs for usage characterization with nonnegative matrix factorization -- Context-Aware Location Prediction.
摘要、提要註:	The 9 papers presented in this book are revised and significantly extended versions of papers submitted to three related workshops: The 5th International Workshop on Mining Ubiquitous and Social Environments, MUSE 2014, and the First International Workshop on Machine Learning for Urban Sensor Data, SenseML 2014, which were held on September 15, 2014, in conjunction with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2014) in Nancy, France; and the 5th International Workshop on Modeling Social Media (MSM 2014) that was held on April 8, 2014 in conjunction with ACM WWW in Seoul, Korea.
電子資源:	http://dx.doi.org/10.1007/978-3-319-29009-6

Big data analytics in the social and ubiquitous context[electronic resource] :5th International Workshop on Modeling Social Media, MSM 2014, 5th International Workshop on Mining Ubiquitous and Social Environments, MUSE 2014, and First International Workshop on Machine Learning for Urban Sensor Data, SenseML 2014 : revised selected papers /
Big data analytics in the social and ubiquitous context5th International Workshop on Modeling Social Media, MSM 2014, 5th International Workshop on Mining Ubiquitous and Social Environments, MUSE 2014, and First International Workshop on Machine Learning for Urban Sensor Data, SenseML 2014 : revised selected papers /[electronic resource] :MSM 2014edited by Martin Atzmueller ... [et al.]. - Cham :Springer International Publishing :2016. - ix, 187 p. :ill., digital ;24 cm. - Lecture notes in computer science,95460302-9743 ;. - Lecture notes in computer science ;7103..

Using Wikipedia for Cross-language Named Entity Recognition -- On the Predictive Power of Web Intelligence and Social Media -- A Latent Space Analysis of Editor Lifecycles in Wikipedia -- On Spatial Measures of Geographic Relevance for Geotagged Social Media Content -- Formation and Temporal Evolution of Social Groups During Coffee Breaks -- A Habit Detection Algorithm (HDA) for Discovering Recurrent Patterns in Smart Meter Time Series -- RoADS: A road pavement monitoring system for anomaly detection using smart phones -- Mining ticketing logs for usage characterization with nonnegative matrix factorization -- Context-Aware Location Prediction.

The 9 papers presented in this book are revised and significantly extended versions of papers submitted to three related workshops: The 5th International Workshop on Mining Ubiquitous and Social Environments, MUSE 2014, and the First International Workshop on Machine Learning for Urban Sensor Data, SenseML 2014, which were held on September 15, 2014, in conjunction with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2014) in Nancy, France; and the 5th International Workshop on Modeling Social Media (MSM 2014) that was held on April 8, 2014 in conjunction with ACM WWW in Seoul, Korea.

ISBN: 9783319290096

Standard No.: 10.1007/978-3-319-29009-6doiSubjects--Topical Terms:

219583
Ubiquitous computing

LC Class. No.: QA76.5915

Dewey Class. No.: 006.3

Big data analytics in the social and ubiquitous context[electronic resource] :5th International Workshop on Modeling Social Media, MSM 2014, 5th International Workshop on Mining Ubiquitous and Social Environments, MUSE 2014, and First International Workshop on Machine Learning for Urban Sensor Data, SenseML 2014 : revised selected papers /
LDR:02710nam a2200373 a 4500 001 446528
003 DE-He213
005 20160910154027.0
006 m d
007 cr nn 008maaau
008 161201s2016 gw s 0 eng d
020 $a 9783319290096 $q (electronic bk.)
020 $a 9783319290089 $q (paper)
024 7 $a 10.1007/978-3-319-29009-6 $2 doi
035 $a 978-3-319-29009-6
040 $a GP $c GP
041 0 $a eng
050 4 $a QA76.5915
072 7 $a UYQ $2 bicssc
072 7 $a TJFM1 $2 bicssc
072 7 $a COM004000 $2 bisacsh
082 0 4 $a 006.3 $2 23
090 $a QA76.5915 $b .M939 2014
111 2 $a Clark Conference $d (2005 : $c Sterling and Francine Clark Art Institute) $3 347558
245 1 0 $a Big data analytics in the social and ubiquitous context $h [electronic resource] : $b 5th International Workshop on Modeling Social Media, MSM 2014, 5th International Workshop on Mining Ubiquitous and Social Environments, MUSE 2014, and First International Workshop on Machine Learning for Urban Sensor Data, SenseML 2014 : revised selected papers / $c edited by Martin Atzmueller ... [et al.].
246 3 $a MSM 2014
246 3 $a MUSE 2014
246 3 $a SenseML 2014
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2016.
300 $a ix, 187 p. : $b ill., digital ; $c 24 cm.
490 1 $a Lecture notes in computer science, $x 0302-9743 ; $v 9546
505 0 $a Using Wikipedia for Cross-language Named Entity Recognition -- On the Predictive Power of Web Intelligence and Social Media -- A Latent Space Analysis of Editor Lifecycles in Wikipedia -- On Spatial Measures of Geographic Relevance for Geotagged Social Media Content -- Formation and Temporal Evolution of Social Groups During Coffee Breaks -- A Habit Detection Algorithm (HDA) for Discovering Recurrent Patterns in Smart Meter Time Series -- RoADS: A road pavement monitoring system for anomaly detection using smart phones -- Mining ticketing logs for usage characterization with nonnegative matrix factorization -- Context-Aware Location Prediction.
520 $a The 9 papers presented in this book are revised and significantly extended versions of papers submitted to three related workshops: The 5th International Workshop on Mining Ubiquitous and Social Environments, MUSE 2014, and the First International Workshop on Machine Learning for Urban Sensor Data, SenseML 2014, which were held on September 15, 2014, in conjunction with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2014) in Nancy, France; and the 5th International Workshop on Modeling Social Media (MSM 2014) that was held on April 8, 2014 in conjunction with ACM WWW in Seoul, Korea.
650 0 $a Ubiquitous computing $3 219583
650 0 $a Data mining $3 174259
650 0 $a Big data $v Congresses. $3 511438
650 0 $a Machine learning $3 135653
650 1 4 $a Computer Science. $3 423143
650 2 4 $a Artificial Intelligence (incl. Robotics) $3 463642
650 2 4 $a Information Storage and Retrieval. $3 464540
650 2 4 $a Data Mining and Knowledge Discovery. $3 464541
650 2 4 $a Database Management. $3 463966
650 2 4 $a Information Systems Applications (incl. Internet) $3 463679
700 1 $a Atzmueller, Martin. $3 605335
710 2 $a SpringerLink (Online service) $3 463450
711 2 $a Clark Conference $d (2005 : $c Sterling and Francine Clark Art Institute) $3 347558
773 0 $t Springer eBooks
830 0 $a Lecture notes in computer science ; $v 7103. $3 466200
856 4 0 $u http://dx.doi.org/10.1007/978-3-319-29009-6
950 $a Computer Science (Springer-11645)