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The Way to Computational Communication
                通往计算传播学之路

            v     i     s                 i   o   n



                      Cheng-Jun Wang
                  王成军 @ 深圳大学
                    20130104

1/5/2013                 Cheng-Jun Wang               1
Outline
• Background 背景
• Three metaphors of theory 关于理论的三个比喻
• Sandglass of generalization 归纳理论的沙漏
• Five levels of research 研究的五个阶段
• Network science网络科学
• Computational thinking 可计算化思维
• The way to computational communication 通往
  计算传播学之路
• Vision 愿景
1/5/2013          Cheng-Jun Wang          2
Background




1/5/2013      Cheng-Jun Wang   3
Three metaphors of theory
                                                           A=B                      Follow

                                                                                  Your

                                                                                      Logic
Immanuel Kant: All our knowledge begins with the senses, proceeds then to the
  understanding, and ends with reason. There is nothing higher than reason.




  Net                                   Lens                                    Map
 1/5/2013                                      Cheng-Jun Wang                                 4
Sandglass of generalization

                          Theory
           Hypothesis

                                                           Claim   • Because of
                 Method

                                     Sandglass
                                     Model of
                                   Generalization
                                                                Reason            • Based on

                Findings



                 Discussi
                    on                                                               Evidence


1/5/2013                                       Cheng-Jun Wang                                  5
Five levels of Research

                            principle

                          mechanism

                               law

                             pattern

                              data




1/5/2013            Cheng-Jun Wang      6
Network Science

                                      c
                  g
              h                   d           a
                          e               b
                      f
  UGC (LOG)




                      Public Attention (LOG)

1/5/2013                                          Cheng-Jun Wang   7
Computational Thinking

                                                                                     Physics

                                                       Computer Science
                                                                                Biology


                                   Computability
                        Computer
   Mathematics
                         Science
                                                     Network Science
           Computational
              Science
                                                                    Economics
              Natural
              Science

                                                               Communication


                                                                                Years since born
1/5/2013                                           Cheng-Jun Wang                                  8
The Way to Computational
                          Communication


                                                  Digital Data




                                               Big Data




                                         Longitudinal Data



                             Relational Data


           Behavioral Data




1/5/2013                                                         Cheng-Jun Wang   9
Vision:
                     Where are we?
                           • Network science
            What we can    • Statistical linguistics
            learn from?    • Human Communication dynamics


                           • Digital media
           What we have?   • Big data& digital traces


              What is
                           • Data journalism
           happening or    • Computational advertising
            have done?

1/5/2013                     Cheng-Jun Wang                 10
Immanuel Kant: Two things awe me most, the starry
      sky above me and the moral law within me.




                    Thank you for your attention!


1/5/2013                  Cheng-Jun Wang               11

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An introduction to computational communication

  • 1. The Way to Computational Communication 通往计算传播学之路 v i s i o n Cheng-Jun Wang 王成军 @ 深圳大学 20130104 1/5/2013 Cheng-Jun Wang 1
  • 2. Outline • Background 背景 • Three metaphors of theory 关于理论的三个比喻 • Sandglass of generalization 归纳理论的沙漏 • Five levels of research 研究的五个阶段 • Network science网络科学 • Computational thinking 可计算化思维 • The way to computational communication 通往 计算传播学之路 • Vision 愿景 1/5/2013 Cheng-Jun Wang 2
  • 3. Background 1/5/2013 Cheng-Jun Wang 3
  • 4. Three metaphors of theory A=B Follow Your Logic Immanuel Kant: All our knowledge begins with the senses, proceeds then to the understanding, and ends with reason. There is nothing higher than reason. Net Lens Map 1/5/2013 Cheng-Jun Wang 4
  • 5. Sandglass of generalization Theory Hypothesis Claim • Because of Method Sandglass Model of Generalization Reason • Based on Findings Discussi on Evidence 1/5/2013 Cheng-Jun Wang 5
  • 6. Five levels of Research principle mechanism law pattern data 1/5/2013 Cheng-Jun Wang 6
  • 7. Network Science c g h d a e b f UGC (LOG) Public Attention (LOG) 1/5/2013 Cheng-Jun Wang 7
  • 8. Computational Thinking Physics Computer Science Biology Computability Computer Mathematics Science Network Science Computational Science Economics Natural Science Communication Years since born 1/5/2013 Cheng-Jun Wang 8
  • 9. The Way to Computational Communication Digital Data Big Data Longitudinal Data Relational Data Behavioral Data 1/5/2013 Cheng-Jun Wang 9
  • 10. Vision: Where are we? • Network science What we can • Statistical linguistics learn from? • Human Communication dynamics • Digital media What we have? • Big data& digital traces What is • Data journalism happening or • Computational advertising have done? 1/5/2013 Cheng-Jun Wang 10
  • 11. Immanuel Kant: Two things awe me most, the starry sky above me and the moral law within me. Thank you for your attention! 1/5/2013 Cheng-Jun Wang 11