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Mastering Gephi network visualization : produce advanced network graphs in Gephi and gain valuable insights into your network datasets

Mastering Gephi network visualization : produce advanced network graphs in Gephi and gain valuable insights into your network datasets

자료유형
단행본
개인저자
Cherven, Ken.
서명 / 저자사항
Mastering Gephi network visualization : produce advanced network graphs in Gephi and gain valuable insights into your network datasets / Ken Cherven.
발행사항
Birmingham, UK :   Packt Publishing,   2015.  
형태사항
viii, 357 p. : ill. ; 24 cm.
총서사항
Community experience distilled
ISBN
9781783987344
서지주기
Includes bibliographical references and index.
일반주제명
Social sciences --Network analysis. Social networks --Data processing. Graphic methods --Computer programs. Charts, diagrams, etc. --Computer programs.
000 00000nam u2200205 a 4500
001 000046015236
005 20200203132247
008 200131s2015 enka b 001 0 eng d
020 ▼a 9781783987344
040 ▼a 211009 ▼c 211009 ▼d 211009
082 0 4 ▼a 004.6 ▼2 23
084 ▼a 004.6 ▼2 DDCK
090 ▼a 004.6 ▼b C523m
100 1 ▼a Cherven, Ken.
245 1 0 ▼a Mastering Gephi network visualization : ▼b produce advanced network graphs in Gephi and gain valuable insights into your network datasets / ▼c Ken Cherven.
260 ▼a Birmingham, UK : ▼b Packt Publishing, ▼c 2015.
300 ▼a viii, 357 p. : ▼b ill. ; ▼c 24 cm.
490 1 ▼a Community experience distilled
504 ▼a Includes bibliographical references and index.
650 0 ▼a Social sciences ▼x Network analysis.
650 0 ▼a Social networks ▼x Data processing.
650 0 ▼a Graphic methods ▼x Computer programs.
650 0 ▼a Charts, diagrams, etc. ▼x Computer programs.
830 0 ▼a Community experience distilled.
945 ▼a KLPA

소장정보

No. 소장처 청구기호 등록번호 도서상태 반납예정일 예약 서비스
No. 1 소장처 중앙도서관/서고6층/ 청구기호 004.6 C523m 등록번호 111823280 도서상태 대출가능 반납예정일 예약 서비스 B M

컨텐츠정보

목차

Cover; Copyright; Credits; About the Author; Acknowledgments; About the Reviewers; www.PacktPub.com; Table of Contents; Preface; Chapter 1: Fundamentals of Complex Networks and Gephi; Graph applications; Collaboration graphs; Who-Talks-to-Whom graphs; Information linkages; Technological networks; Natural world networks; A network graph analysis primer; Paths and connectivity; Paths; Cycles; Connectivity; Network structure; Centrality; Components; Giant components and clustering; Homophily; Density; Network behaviors; Contagion and diffusion; Network growth; Overviewing Gephi; Primary windows.
Data laboratoryManual entry; CSV import; Excel import; MySQL import; Graph file import; Graph window; Preview window; Secondary windows (tabs); The filtering tab; The statistics tab; The layouts tab; Essential plugins; Clustering
Chinese Whispers; Data laboratory; Data laboratory helper; Exports; Sigmajs Exporter; Seadragon Web Export; Graph Streaming; ExportToEarth; Generator
Complex Generators plugin; Layout; The multipartite layout; The hive plot layout; The concentric layout; The OpenOrd layout; The circular layout; The layered layout; The ARF layout; Additional plugins.
Link communities (Metrics)Give color to nodes (Tools); Summary; Chapter 2: A Network Graph Framework; A proposed process flow; Identifying an idea or topic; Determining the final output; Identifying the data sources; Formatting the data for Gephi; Importing data into Gephi; Viewing the initial graph layout; Selecting a layout; Analyzing the graph; Modifying the graph; Exporting the graph; Creating an example graph; Identifying the topic; Finding the data source; Formatting the data for Gephi; Importing the data; Viewing the initial network; Selecting an appropriate layout.
The Force Atlas layoutThe Fruchterman-Reingold layout; The Radial Axis layout; The Yifan hu layout; ARF; Analyzing the graph; Modifying the graph; Exporting the graph; Summary; Chapter 3: Selecting the Layout; Overviewing the layout types; The force-based layouts; The ARF layout; Force Atlas; Force Atlas 2; Force Atlas 3D; The Fruchterman-Reingold algorithm; The OpenOrd algorithm; The Yifan Hu algorithm; The Yifan Hu Proportional layout; The Yifan Hu Multilevel approach; Tree layouts; DAG layout; Circular layouts; The Circular layout; The Concentric layout; The Dual Circle layout.
Radial layoutsThe Hiveplot layout; The Radial Axis layout; Geographic layouts; The Geo layout; The Maps of Countries layout; Additional layouts; The Isometric layout; The Multipartite layout; The Layered layout; Network Splitter 3D; Additional layout tools; Assessing your graphing needs; Actual example
The Miles Davis network; Analysis goal; Dataset parameters; Network density; Network behaviors; Network display; Temporal elements; Interactivity; Layout strengths and weaknesses; Testing layouts; Testing the ARF layout; Concentric layout; Testing the Radial Axis layout.

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