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

Applications of data management and ...

Alhajj, Reda.

Applications of data management and analysiscase studies in social networks and beyond /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Applications of data management and analysisedited by Mohammad Moshirpour, Behrouz H. Far, Reda Alhajj.
其他題名:	case studies in social networks and beyond /
其他作者:	Moshirpour, Mohammad.
出版者:	Cham :Springer International Publishing :2018.
面頁冊數:	viii, 217 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
標題:	Database management.
電子資源:	https://doi.org/10.1007/978-3-319-95810-1
ISBN:	9783319958101$q(electronic bk.)

Applications of data management and analysiscase studies in social networks and beyond /
Applications of data management and analysiscase studies in social networks and beyond /[electronic resource] :edited by Mohammad Moshirpour, Behrouz H. Far, Reda Alhajj. - Cham :Springer International Publishing :2018. - viii, 217 p. :ill., digital ;24 cm. - Lecture notes in social networks,2190-5428. - Lecture notes in social networks..

Chapter1: Predicting Implicit Negative Relations in Online Social Networks -- Chapter2: Automobile insurance fraud detection using social network analysis -- Chapter3: Improving circular layout algorithm for social network visualization using genetic algorithm -- Chapter4: Live Twitter Sentiment Analysis -- Chapter5: Artificial Neural Network Modeling and Forecasting of Oil Reservoir Performance -- Chapter6: A Sliding-Window Algorithm Implementation in MapReduce -- Chapter7: A Fuzzy Dynamic Model for Customer Churn Prediction in Retail Banking Industry -- Chapter8: Temporal Dependency between Evolution of Features and Dynamic Social Networks -- Chapter9: Recommender System for Product Avoidance -- Chapter10: A new 3D value model for customer segmentation:Complex Network Approach -- Chapter11: Finding Influential Factors for Different Types of Cancer: A Data Mining Approach -- Chapter 12: Enhanced load balancer with multi-layer processing architecture for heavy load over cloud network -- Chapter13: Market Basket Analysis Using Community Detection Approach: A Real Case -- Chapter14: Predicting Future with Social Media based on Sentiment and Quantitative Analysis.

This book addresses and examines the impacts of applications and services for data management and analysis, such as infrastructure, platforms, software, and business processes, on both academia and industry. The chapters cover effective approaches in dealing with the inherent complexity and increasing demands of big data management from an applications perspective. Various case studies included have been reported by data analysis experts who work closely with their clients in such fields as education, banking, and telecommunications. Understanding how data management has been adapted to these applications will help students, instructors and professionals in the field. Application areas also include the fields of social network analysis, bioinformatics, and the oil and gas industries.

ISBN: 9783319958101$q(electronic bk.)

Standard No.: 10.1007/978-3-319-95810-1doiSubjects--Topical Terms:

182428
Database management.

LC Class. No.: QA76.9.D3 / A675 2018

Dewey Class. No.: 005.74068

Applications of data management and analysiscase studies in social networks and beyond /
LDR:03086nmm a2200337 a 4500 001 544431
003 DE-He213
005 20190308114659.0
006 m d
007 cr nn 008maaau
008 190508s2018 gw s 0 eng d
020 $a 9783319958101$q(electronic bk.)
020 $a 9783319958095$q(paper)
024 7 $a 10.1007/978-3-319-95810-1 $2 doi
035 $a 978-3-319-95810-1
040 $a GP $c GP
041 0 $a eng
050 4 $a QA76.9.D3 $b A675 2018
072 7 $a KJQ $2 bicssc
072 7 $a BUS070030 $2 bisacsh
072 7 $a KJQ $2 thema
082 0 4 $a 005.74068 $2 23
090 $a QA76.9.D3 $b A652 2018
245 0 0 $a Applications of data management and analysis $h [electronic resource] : $b case studies in social networks and beyond / $c edited by Mohammad Moshirpour, Behrouz H. Far, Reda Alhajj.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2018.
300 $a viii, 217 p. : $b ill., digital ; $c 24 cm.
490 1 $a Lecture notes in social networks, $x 2190-5428
505 0 $a Chapter1: Predicting Implicit Negative Relations in Online Social Networks -- Chapter2: Automobile insurance fraud detection using social network analysis -- Chapter3: Improving circular layout algorithm for social network visualization using genetic algorithm -- Chapter4: Live Twitter Sentiment Analysis -- Chapter5: Artificial Neural Network Modeling and Forecasting of Oil Reservoir Performance -- Chapter6: A Sliding-Window Algorithm Implementation in MapReduce -- Chapter7: A Fuzzy Dynamic Model for Customer Churn Prediction in Retail Banking Industry -- Chapter8: Temporal Dependency between Evolution of Features and Dynamic Social Networks -- Chapter9: Recommender System for Product Avoidance -- Chapter10: A new 3D value model for customer segmentation:Complex Network Approach -- Chapter11: Finding Influential Factors for Different Types of Cancer: A Data Mining Approach -- Chapter 12: Enhanced load balancer with multi-layer processing architecture for heavy load over cloud network -- Chapter13: Market Basket Analysis Using Community Detection Approach: A Real Case -- Chapter14: Predicting Future with Social Media based on Sentiment and Quantitative Analysis.
520 $a This book addresses and examines the impacts of applications and services for data management and analysis, such as infrastructure, platforms, software, and business processes, on both academia and industry. The chapters cover effective approaches in dealing with the inherent complexity and increasing demands of big data management from an applications perspective. Various case studies included have been reported by data analysis experts who work closely with their clients in such fields as education, banking, and telecommunications. Understanding how data management has been adapted to these applications will help students, instructors and professionals in the field. Application areas also include the fields of social network analysis, bioinformatics, and the oil and gas industries.
650 0 $a Database management. $3 182428
650 0 $a Data protection. $3 202312
650 0 $a Data mining. $3 184440
650 0 $a Social networks. $3 207332
650 1 4 $a Big Data/Analytics. $3 742047
650 2 4 $a Big Data. $3 760530
650 2 4 $a Computational Intelligence. $3 338479
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 Social Sciences. $3 773096
700 1 $a Moshirpour, Mohammad. $3 799912
700 1 $a Far, Behrouz H. $3 822974
700 1 $a Alhajj, Reda. $3 489480
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer eBooks
830 0 $a Lecture notes in social networks. $3 679300
856 4 0 $u https://doi.org/10.1007/978-3-319-95810-1
950 $a Business and Management (Springer-41169)