國立高雄大學圖資館 |

語系: 繁體中文

說明(常見問題)

圖資館首頁

登入

回首頁

切換: 標籤 | MARC模式 | ISBD

Highlighting the importance of big d...

Alhajj, Reda.

Highlighting the importance of big data management and analysis for various applications

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Highlighting the importance of big data management and analysis for various applicationsedited by Mohammad Moshirpour, Behrouz Far, Reda Alhajj.
其他作者:	Moshirpour, Mohammad.
出版者:	Cham :Springer International Publishing :2018.
面頁冊數:	vi, 168 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
標題:	Big data.
電子資源:	http://dx.doi.org/10.1007/978-3-319-60255-4
ISBN:	9783319602554$q(electronic bk.)

Highlighting the importance of big data management and analysis for various applications
Highlighting the importance of big data management and analysis for various applications[electronic resource] /edited by Mohammad Moshirpour, Behrouz Far, Reda Alhajj. - Cham :Springer International Publishing :2018. - vi, 168 p. :ill., digital ;24 cm. - Studies in big data,v.272197-6503 ;. - Studies in big data ;v.1..

Chapter 1. Big data analytics of social network data: Who cares most about you on Facebook? -- Chapter 2. Characterizing and Predicting Yelp Users' Behavior Composite Visualization Features in -- Chapter 3. PEVNET: A Framework for Visualization of Criminal Networks -- Chapter 4. Effective Customer Relationship Managment at ATB Financial A Case Study on Industry-Academia Collaboration in Data Analytics -- Chapter 5. Effective Personnel Selection and Team Building using Intelligent Data Analytics -- Chapter 6. Extracting Relevant Information from Big Data to Anticipate Forced Migration -- Chapter 7. Implicit Social Networks for Social Recommendation of Scholarly Papers -- Chapter 8. The Effect of Corpora Size on Performance of Named Entity Recognition -- Chapter 9. Time Series Analysis for the most Frequently Mentioned Biomarkers in Breast Cancer Articles -- Chapter 10. Transportation Engineering on Social Question and Answer Websites: An Empirical Case Study -- Chapter 11. Understanding Health Service Delivery Using Spatio-Temporal Patient Mobility Data -- Chapter 12. WaterVis: GeoVisual Analytics for Exploring Hydrological Data.

This book addresses the impacts of various types of services such as infrastructure, platforms, software, and business processes that cloud computing and Big Data have introduced into business. Featuring chapters which discuss effective and efficient approaches in dealing with the inherent complexity and increasing demands in data science, a variety of application domains are covered. Various case studies by data management and analysis experts are presented in these chapters. Covered applications include banking, social networks, bioinformatics, healthcare, transportation and criminology. Highlighting the Importance of Big Data Management and Analysis for Various Applications will provide the reader with an understanding of how data management and analysis are adapted to these applications. This book will appeal to researchers and professionals in the field.

ISBN: 9783319602554$q(electronic bk.)

Standard No.: 10.1007/978-3-319-60255-4doiSubjects--Topical Terms:

609582
Big data.

LC Class. No.: QA76.9.B45

Dewey Class. No.: 005.7

Highlighting the importance of big data management and analysis for various applications
LDR:03068nmm a2200325 a 4500 001 527865
003 DE-He213
005 20170822164337.0
006 m d
007 cr nn 008maaau
008 181022s2018 gw s 0 eng d
020 $a 9783319602554$q(electronic bk.)
020 $a 9783319602547$q(paper)
024 7 $a 10.1007/978-3-319-60255-4 $2 doi
035 $a 978-3-319-60255-4
040 $a GP $c GP
041 0 $a eng
050 4 $a QA76.9.B45
072 7 $a KJQ $2 bicssc
072 7 $a BUS070030 $2 bisacsh
082 0 4 $a 005.7 $2 23
090 $a QA76.9.B45 $b H638 2018
245 0 0 $a Highlighting the importance of big data management and analysis for various applications $h [electronic resource] / $c edited by Mohammad Moshirpour, Behrouz Far, Reda Alhajj.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2018.
300 $a vi, 168 p. : $b ill., digital ; $c 24 cm.
490 1 $a Studies in big data, $x 2197-6503 ; $v v.27
505 0 $a Chapter 1. Big data analytics of social network data: Who cares most about you on Facebook? -- Chapter 2. Characterizing and Predicting Yelp Users' Behavior Composite Visualization Features in -- Chapter 3. PEVNET: A Framework for Visualization of Criminal Networks -- Chapter 4. Effective Customer Relationship Managment at ATB Financial A Case Study on Industry-Academia Collaboration in Data Analytics -- Chapter 5. Effective Personnel Selection and Team Building using Intelligent Data Analytics -- Chapter 6. Extracting Relevant Information from Big Data to Anticipate Forced Migration -- Chapter 7. Implicit Social Networks for Social Recommendation of Scholarly Papers -- Chapter 8. The Effect of Corpora Size on Performance of Named Entity Recognition -- Chapter 9. Time Series Analysis for the most Frequently Mentioned Biomarkers in Breast Cancer Articles -- Chapter 10. Transportation Engineering on Social Question and Answer Websites: An Empirical Case Study -- Chapter 11. Understanding Health Service Delivery Using Spatio-Temporal Patient Mobility Data -- Chapter 12. WaterVis: GeoVisual Analytics for Exploring Hydrological Data.
520 $a This book addresses the impacts of various types of services such as infrastructure, platforms, software, and business processes that cloud computing and Big Data have introduced into business. Featuring chapters which discuss effective and efficient approaches in dealing with the inherent complexity and increasing demands in data science, a variety of application domains are covered. Various case studies by data management and analysis experts are presented in these chapters. Covered applications include banking, social networks, bioinformatics, healthcare, transportation and criminology. Highlighting the Importance of Big Data Management and Analysis for Various Applications will provide the reader with an understanding of how data management and analysis are adapted to these applications. This book will appeal to researchers and professionals in the field.
650 0 $a Big data. $3 609582
650 0 $a Data mining. $3 184440
650 0 $a Database management. $3 182428
650 1 4 $a Business and Management. $2 eflch $3 639169
650 2 4 $a Big Data/Analytics. $3 742047
650 2 4 $a Big Data. $3 760530
650 2 4 $a Computational Social Sciences. $3 773096
650 2 4 $a Data Mining and Knowledge Discovery. $3 275288
650 2 4 $a Data-driven Science, Modeling and Theory Building. $3 758833
650 2 4 $a Computational Intelligence. $3 338479
700 1 $a Moshirpour, Mohammad. $3 799912
700 1 $a Far, Behrouz. $3 799913
700 1 $a Alhajj, Reda. $3 489480
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer eBooks
830 0 $a Studies in big data ; $v v.1. $3 675357
856 4 0 $u http://dx.doi.org/10.1007/978-3-319-60255-4
950 $a Engineering (Springer-11647)