Cheng-Jun Wang

I give a talk on computational narrative

Fri, 10 Mar 2023 19:30:00 +0000

It is my great pleasure to be invited by Professor Hongbang Zhang and give a talk on computational narrative.

I joined in a discussion on AIGC

Sat, 18 Feb 2023 16:00:00 +0000

I am super excited to join in a discussion on AIGC.

https://mp.weixin.qq.com/s/Ue5lGCgEqaaSuV8pKeDSwA

Lecture on the road of heros

Fri, 23 Sep 2022 16:00:00 +0000

I gave a talk about the road of heros for our school’s Opening Ceremony of Postgraduates.

苏格拉底羽毛球小队

Wed, 03 Aug 2022 00:00:00 +0000

今天在京东购买了“尤尼克斯YONEX羽毛球拍比赛进攻型5U全碳素单拍天斧ASTROX 21S火釉红已穿线24磅附手胶”，499元。

品牌： YONEX 商品名称：YONEXASTORX 21S 商品编号：100013619704 商品毛重：300.00g 商品产地：中国台湾货号：ASTORX 21S 球拍打法：攻守平衡适用人群：通用拍杆硬度：适中类型：单拍球拍材质：全碳素

羽毛球改变了我的日常生活。我将羽毛球称之为“互动式“的运动，而跑步对我来说是”孤独的”运动。互动的运动当然需要寻找球友，找到一起打球的小伙伴就可以相互督促。对此，我非常感谢我的同事施老师，他经常叫我去打球，送了我一个拍子，传授打球的方法，并且给我推荐了韩国教练李在福的视频教程（B站链接🔗）。李在福对于羽毛球的理解非常深刻，他能够将羽毛球运动背后的逻辑非常清晰地讲出来，让我认识到体育运动是关于人体结构力学的科学。换言之，我们可以通过理解李在福所讲的这些基本原理来更正自己错误的“打法”。比如，他对杀球的介绍非常准确地概括了我犯的好几个错误。

2021年秋季，学院组织羽毛球师生赛，我和实验室尚可可、马志浩、周奕欣三位老师一起组成了苏格拉底小队，虽然没有斩获，但我们在毫无基础的情况下也胜了一场。此后，我正式开始组织苏格拉底羽毛球小队，每周六下午五点和学生一起打球两个小时；工作日则参加学院老师一起组织的打球活动。

2022年，我的女儿米粒也开始学习羽毛球，因此我和晓青更加上心，陪伴上课时也打一会。暑期这几天，我们还去学校的羽毛球场打上一两个小时。在此之前，我专门买了羽毛球鞋和两件速干T恤👕，昨天又买了三件速干短裤🩳，今天又买了这两个羽毛球拍🏸️。希望通过打羽毛球更好地与同事、学生、家人相处，让大家都保持一个健康的身体，享受人生的乐趣。

My new book Jumping Over The Network Threshold has been published!

Sat, 30 Jul 2022 10:00:00 +0000

As a universal phenomenon, information diffusion plays an important role in human life. The social media platform and its interaction with the public have had a profound impact on information diffusion, and brought many new problems and puzzles that need to be solved. This report focuses on the book titled Jumping over the network threshold: Information diffusion on social media (Wang, 2022). It touches an important puzzle in the field of information diffusion research: Contrary to the prediction of analytical models, empirical studies continue to find that large-scale diffusion is actually rare and fragile. The author show that the high network threshold, the limited diffusion depth, and the strong explosion phenomenon are the primary bottlenecks restricting information diffusion. Drawing on the threshold model proposed by Grannovetter (1978), this book systematically studies the information diffusion on social media. Then, it gradually moves towards attention flow and computational narrative research. Finally, the logic of computational social science is discussed using the concept of “the center of calculation” proposed by Bruno Latour.

计算社会科学读书会第二季第五期即将开始，走过路过不要错过！

线下: 浦食浦味紫金店（建邺区扬子江大道230号紫金文创园负1层）

腾讯会议 ID：963-1036-0435 会议密码：2050

主题：从信息扩散、注意力流动到计算叙事：反思计算社会科学的逻辑

主讲人：王成军南京大学新闻传播学院副教授、博士生导师，计算传播学实验中心主任，兼任香港城市大学互联网挖掘实验室研究员

Video

https://campus.swarma.org/course/4700

Slides

https://pan.baidu.com/s/1FmQK3w2hzT9yhfVJ14RjeQ 提取码: 2nks

Github

https://github.com/chengjun/thresholdbook

More photos https://as.alltuu.com/album/1106540633/?from=appmessage

专题报告专题题目：社会计算与系统科学

专题主席刘闯杭州师范大学教　授

http://bdsc2022.tp13.com/index/h5.html

CAAI 第七届全国大数据与社会计算学术会议（China National Conference on Big Data & Social Computing，简称 BDSC2022）由中国人工智能学会主办、社会计算与社会智能专委、浙江大学共同承办。

2022 年 8 月 11-13 日，杭州
该会议创建于 2012 年，旨在搭建全国大数据与社会计算学术交流平台，培育社会计算与社会智能学科发展，助力社会计算与社会智能领域人才成长。

从信息扩散、注意力流动到计算叙事：反思计算社会科学的逻辑

讲者简介：

王成军，传播学博士。现任南京大学新闻传播学院副教授、博士生导师，计算传播学实验中心主任，兼任香港城市大学互联网挖掘实验室研究员；曾任中国新闻史学会计算传播学专委会秘书长（2018-2020）。致力于采用计算社会科学视角研究人类传播行为，内容包括社交媒体上的信息扩散、注意力流动和计算叙事，研究成果发表于SSCI和SCI索引的期刊。专著《跨越网络的门槛：社交媒体上的信息扩散》（2022）、合著《计算传播学导论》(2018)、《社交网络上的计算传播学》(2015)。主要讲授《计算社会科学导论》（本科课程）、《大数据挖掘与分析》（硕士课程）、《计算传播研究》（博士课程）等课程。

报告摘要：

信息扩散作为一种普遍存在的现象，在人类生活中扮演着重要角色。社交媒体平台及其与公众之间的相互作用，对信息扩散的机制产生了深刻的影响，并带来了很多新的、亟需解决的问题和困惑。本报告将主要围绕《跨越网络的门槛：社交媒体上的信息扩散》（2022）一书展开，聚焦于信息扩散研究领域的一个重要的困惑：与分析式的模型的预测结果相反，实证研究不断发现大规模扩散实际上是罕见且脆弱的。作者认为过高的网络门槛、有限的扩散深度和强烈的爆发现象是限制信息扩散的主要瓶颈。从格兰诺维特所提出门槛模型（1978）出发，系统地研究社交媒体上的信息扩散；在此基础上逐渐走向注意力流动和计算叙事研究。最后，将围绕拉图尔所提出来的“计算中心”概念对计算社会科学的逻辑进行讨论。

30 Talks of Computational Social Science

Mon, 11 Jul 2022 09:30:00 +0000

I am working on making a online video course of Computational Social Science.

The name of the course is 30 Talks of Computational Social Science.

At first, I plan to finish it within this summer. It turns out to be a mission impossible for me within a short term.

I found that for the video recording of a 20 minute lecture, I need to prepare a verbatim manuscript of 20*200=4000 words, and 30 lectures is almost 120000 words. Although I try to persuade myself that this can be regarded as the process of preparing the manuscript. However, (1) the reality is that I can’t complete this work in a short time. (2) In addition, the revising of slides also takes a lot of time. For example, the first lesson actually took me more than 10 hours. (3) Plus my personal procrastination and recent physical condition (gastritis has become serious), this overdue risk will be further increased. Based on the above practical problems, I have to delay this plan. This failed attempt was mainly due to my personal (prior) overconfidence and (subsequent) panic. In this regard, I will continue to optimize these teaching materials by taking a long-term approach. The initial plan is to write a textbook, and then record the supporting video courses.

I participated in the Conference of Cognitive Intelligence and Intelligent Communication

Fri, 01 Jul 2022 11:40:00 +0000

I participated in the Conference of Cognitive Intelligence and Intelligent Communication orgainzed by Professor Taofu Zhang and Yanghua Xiao, Fudan University.

认知智能与智能传播学术研讨会

2022年7月1日星期五
腾讯会议

苏格拉底大王心法：番茄工作法

Sun, 26 Jun 2022 00:00:00 +0000

加州大学教授开设Learning How to Learn的公开课。她提出人的思维存在focus mode和diffuse mode。

如何将这两种模式连接起来？画家达利使用滑落的钥匙将自己从睡眠（临界状态）唤醒，捕捉大脑的潜意识的灵感。而我推荐使用意识流笔记的方法。

当人们在思考的时候，神经的突触的生长会发生变化！因此，睡了一觉的你已经变得不一样了！

我尝试使用了专注清单来帮助我写作。

I participated in the online discussion about computational social science

Mon, 20 Jun 2022 20:00:00 +0000

I participated in the online discussion about computational social science organized by the SocioX division of X Academy.

I organize the 1st Interview of Group Dynamics with Huimin Xu

Sat, 11 Jun 2022 09:00:00 +0000

I organized the first “group dynamics” interview with Huimin Xu.

Zhicong Chen and Lihan Yan are the people to talk with.

Topic：The first “group dynamics” interview with Huimin Xu
Time：2022/06/11 09:00-10:30 (GMT+08:00)
Tencent Meeting: https://meeting.tencent.com/dm/FCjScUkm3IBo

#苏格拉底实验室# 上线一档名为 #群体动力学# 的播客（Group Dynamics Podcast），基于线上访谈在读的博士生和毕业了的博士，主要关注博士生如何与导师互动

Excited to announce that our Group Dynamics Podcast is online! https://www.ximalaya.com/album/69292192

The paper titled Weaving the Behavioral Cocoon is accepted by ICA 2022

Thu, 26 May 2022 13:00:00 +0000

Shengchun Huang, Zhuo Chen, Cheng-Jun Wang * (2022) Weaving the Behavioral Cocoon: Understanding the Impact of Social Acceleration with Word Embeddings, The hybrid 72nd Annual ICA Conference of International Communication Association (ICA). 26-30 May 2022, Paris, France.

I will give a keynote speech on computational narrative

Thu, 26 May 2022 08:00:00 +0000

I will attend the 2nd Workshop on Computatinal Methods in Social Sciences and give a keynote speech on Computational Narrarive Research on May 28, 2022.

10:30-10:50, May 28, 2022
Tencent Conference ID: 917 203 351 Passcode: 025528 https://meeting.tencent.com/dw/pHDvdNxkw5Qk

The paper titled Peeking Strategy for Online News Diffusion Prediction via Machine Learning is accepted by Physica A

Fri, 01 Apr 2022 13:00:00 +0000

The paper titled Peeking Strategy for Online News Diffusion Prediction via Machine Learning is accepted by Physica A.

Abstract

For computational social scientists, cascade size prediction and fake news detection are two primary problems in news diffusion or computational mass communication research. Previous studies predict news diffusion via peeking the social process (temporal structure) data in the initial stage, which is summarized as Peeking strategy. However, the combination of peeking strategies and machine learning algorithms has not been fully investigated. To predict cascade size and detect false news, we adopt Peeking strategy based on well-known machine learning algorithms. Our results show that Peeking strategy can effectively improve the accuracy of cascade size prediction. Meanwhile, we can peek into a smaller time window to achieve a high performance in predicting the cascade size compared with previous methods. Nevertheless, we find that Peeking strategy with network structures fails in significantly improving the performance of false news detection. Finally, we argue that cascade structure properties can aid in prediction of cascade size, but not for the false news detection.

Keywords: News Diffusion, Tree-like Network, Peeking strategy, Cascade Structure

Suggested Citation:

Zhang, Yaotian., Shang, Keke., Feng, Mingming., Ran, Yijun., Wang, Cheng-Jun * (2022) Peeking Strategy for Online News Diffusion Prediction Via Machine Learning. Accepted by Physica A. Preprint available at SSRN: https://ssrn.com/abstract=4025009 or http://dx.doi.org/10.2139/ssrn.4025009

The 2021-2022 Journal’s Impact IF of Physica A: Statistical Mechanics and its Applications is 3.263, ranking it 28 out of 85 in Physics, Multidisciplinary.

The Socrates Lab

人啊，认识你自己!

Sat, 04 Dec 2021 00:00:00 +0000

第一，人体的细胞七年完全换掉。你是谁？
第二，人体的细菌、病毒、寄生虫数量多于人体的细胞。当你说话的时候，是谁在说话？
第三，人体的基因随时在突变。可能好，也可能坏（癌细胞）。人应该时刻保持乐观！
第四，神经细胞不断新陈代谢，而大脑神经网络的结构保持相对稳定。但是人也会失去自我意识（老年痴呆、健忘、抑郁、多重人格）。人的意识从哪里来？

一个人的存在非常脆弱，要站在生命的高度认识我们自己。保持乐观、心情舒畅、锻炼身体，找到人生的使命并为之奋斗。

五蕴皆空

https://item.jd.com/10053048178016.html

一卷心经，顿解心魔。

I gave a talk to introduce Computational Communication Research

Fri, 12 Nov 2021 13:00:00 +0000

计算传播学作为计算社会科学的重要分支，主要关注人类传播行为的可计算基础，以传播网络分析、传播网络文本挖掘、数据科学为主要分析工具，大规模地收集并分析人类传播行为。本课程通过介绍计算中心的起源引入计算中心的内涵，并从计算传播引申到计算传播学，挖掘计算传播学背后的数据以及方法支撑，最后对计算社会科学进行简单介绍。本课程一共有4个课时，本节为课时1，更多内容请登录智社网 www.smartsowo.com 获取！

2021年11月17日在苏州大学讲学视频

I gave a keynote speech on the Threshold Book

Sat, 17 Jul 2021 13:00:00 +0000

I was invited to give a keynote speech to introduce my new book Jumping over the Network Threshold: Information Diffusion on Social Media on the Annual Conference of CCR, July 17-18, 2021, Xi’an.

The slides can be found in the Github repository.

I attended the SICSS2021-Beijing

Mon, 14 Jun 2021 13:00:00 +0000

I attended the 2021 Summer Institute in Computational Social Science (SICSS2021-Beijing) in Beijing during June 14-25, 2021.

From Monday, June 14 to Friday, June 25, 2021, the Summer Institute in Computational Social Science, Beijing site will be virtually held. The purpose of the Summer Institute is to bring together graduate students, postdoctoral researchers, and beginning faculty interested in computational social science. The Summer Institute is for both social scientists (broadly conceived) and data scientists (broadly conceived).

I gave a keynote speech on the Logic of Computational Social Science

Sat, 29 May 2021 13:00:00 +0000

I attend the 1st Workshop on Computatinal Methods in Social Sciences and give a keynote speech on Information Diffusion, Attention Flow, and Computational Narrative: Reflection on the Logic of Computational Social Science on May 29, 2021.

Conference Program

2021年5月29日（星期六）

May 29, 2021 (Saturday)Beijing Time

开幕式 Opening Ceremony

主持: 朱孟潇教授

Host: Professor Mengxiao Zhu

8:35-9:00

Opening Remarks & Welcome Speech

主题演讲 Keynote Speeches

9:00-9:30

Noshir Contractor

美国西北大学教授，国际传播学会候任主席，国际传播学会会士，美国科学促进会会士。

Professor, Northwestern University. ICA president-elect-select, ICA Fellow, and AAAS Fellow.

演讲题目 Presentation：

People Analytics: Using Digital Exhaust from the Web to Leverage Network Insights in the Workplace

9:30-10:00

George Barnett

美国加利福尼亚大学戴维斯分校教授，国际传播学会会士，曾担任国际社会网络分析网络主席。

Professor, University of California, Davis. ICA Fellow, and former President of INSNA.

演讲题目 Presentation：

Vaccine Communities on Twitter: A Network Approach

10:00-10:30

祝建华 Jonathan Zhu

香港城市大学教授，中国新闻史学会计算传播学研究委员会创办负责人，国际传播学会会士（ICA Fellow）。

Professor, City University of Hong Kong. ICA Fellow. Chair Professor, School of Data Science Director, Centre for Communication Research.

演讲题目 Presentation：

What can Computational Social Scientists learn from COVID-19?

10:30-11:00

沈粹华 Cuihua Shen

美国加利福尼亚大学戴维斯分校教授，ICA计算方法分会主席。

Professor, University of California, Davis. Chair of the Computational Methods Division.

演讲题目 Presentation：

社交媒体行为与生活满意度：对老年人和年轻人群体的大数据比较研究 Connecting social media activities and life satisfaction: A comparison of older and younger adults

11:00-11:30

粟春科 Chunke Su

美国德克萨斯大学阿灵顿分校副教授。

Associate Professor, University of Texas at Arlington.

演讲题目 Presentation：

组织团队知识共享、隐藏和创新：社会网络分析视角

Knowledge Sharing, Hiding, & Innovation in Organizational Teams: A Social Network Analysis Perspective

14:00-14:30

罗家德 Jar-Der Luo

清华大学教授，清华大学社会网络研究中心主任，中国社会学会社会网与社会资本研究专业委员会创会主席。

Professor, Tsinghua University. Director of the Center for social network studies, and Chair Professor of Social network and Social Capital Research Committee, CSA.

演讲题目 Presentation：

社会计算的内涵与研究方法论

14:30-15:00

牟怡 Yi Mou

上海交通大学特别研究员，未来媒体与人机传播研究中心主任，健康与医学传播研究中心副主任，“达医晓护”医学传播智库学术部主任。

Special Researcher, Shanghai Jiao Tong University. Director of the Center for Future Media and Human-Machine Communication, and Associate Director of the Center for Health and Medical Communication.

演讲题目 Presentation：

从只言片语到亲密关系：人机传播视角下的人机关系探索

15:00-15:30

王成军 Cheng-Jun Wang

南京大学新闻传播学院副教授，计算传播学实验中心主任。

Associate Professor, School of Journalism and Communication, Nanjing University. Director of Computational Communication Collaboratory, Nanjing University.

演讲题目 Presentation：

Information Diffusion, Attention Flow, and Computational Narrative: Reflection on the Logic of Computational Social Science

15:30-16:00

朱孟潇 Mengxiao Zhu

中国科学技术大学人文与社会科学学院，科技传播系特任研究员。

Special Research Fellow, Department of Science and Technology Communication, School of Humanities and Social Sciences, University of Science and Technology of China.

演讲题目 Presentation：

Learning Analytics: Leveraging the Power of Process Data and Log Data in Understanding Learning

16:00-16:30

纪娇娇 Jiaojiao Ji

中国科学技术大学人文与社会科学学院，科技传播系特任研究员。

Special Research Fellow, Department of Science and Technology Communication, School of Humanities and Social Sciences, University of Science and Technology of China.

演讲题目 Presentation：

YouTube Video Comments on Gene-edited Babies: What Factors Affect Diverse Opinions?

16:30-17:00

Riffat Shahani

中国科学技术大学博士候选人

PhD Candidate, School of Humanities and Social Sciences, University of Science and Technology of China.

演讲题目 Presentation：

Is There Academic Regional Divergence in Science Culture? A Data Analysis on Case of Two Similar Journals (2000-2018)

Recent and Upcoming News in 2021

Fri, 01 Jan 2021 13:00:00 +0000

Dec 05 2021, I present our research about the Future Employment of Media Industries on the All Media Forum organized by Fudan University.
Nov 12 2021, I give a talk to introduce the frontier of computational communication research on text mining.
Oct 27 2021, I give a talk entitled Understanding online public opinion from the perspective of computational social science: Cases, data and methods. Slides.
It is my great pleasure to open the Gutenberg Fiction Dataset. You can get the dataset by participating the 2021 Chinese Contest of Digital Humanities. Learn more about this dataset from its Github repository.
I am working on the undergraduate course Data Journalism, please check the github repo.
I am writing a book titled Jumping Over The Network Threshold (In Chinese 《跨越网络的门槛：社交媒体上的信息扩散》). Please check this Github repository to see more information.
I was invited to give a talk titled Information diffusion, attention flow, and computational narratives: Reflections on the logic of computational social science (信息扩散、注意力流动和计算叙事：反思计算社会科学的逻辑) on the Annual Conference of CCR, July 17-18, 2021, Xi’an. The slides can be found in the Github repository.
I attended the Swarma ‘Sansi’ Summer Camp, Maoshan, Jurong, July 2-6, 2021.
I attended the 2021 Summer Institute in Computational Social Science (SICSS2021-Beijing) in Beijing during June 14-25, 2021.

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Welcome to Wowchemy, the website builder for Hugo

Sun, 13 Dec 2020 00:00:00 +0000

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Themes

Wowchemy and its templates come with automatic day (light) and night (dark) mode built-in. Alternatively, visitors can choose their preferred mode - click the moon icon in the top right of the Demo to see it in action! Day/night mode can also be disabled by the site admin in params.toml.

Choose a stunning theme and font for your site. Themes are fully customizable.

License

Released under the MIT license.

Slides

Tue, 05 Feb 2019 00:00:00 +0000

Create slides in Markdown with Wowchemy

Wowchemy | Documentation

Features

Efficiently write slides in Markdown
3-in-1: Create, Present, and Publish your slides
Supports speaker notes
Mobile friendly slides

Controls

Next: Right Arrow or Space
Previous: Left Arrow
Start: Home
Finish: End
Overview: Esc
Speaker notes: S
Fullscreen: F
Zoom: Alt + Click
PDF Export: E

Code Highlighting

Inline code: variable

Code block:

porridge = "blueberry"
if porridge == "blueberry":
print("Eating...")

Math

In-line math: $x + y = z$

Block math:

$$ f\left( x \right) = ;\frac{{2\left( {x + 4} \right)\left( {x - 4} \right)}}{{\left( {x + 4} \right)\left( {x + 1} \right)}} $$

Fragments

Make content appear incrementally

{{% fragment %}} One {{% /fragment %}}
{{% fragment %}} **Two** {{% /fragment %}}
{{% fragment %}} Three {{% /fragment %}}

Press Space to play!

One **Two** Three

A fragment can accept two optional parameters:

class: use a custom style (requires definition in custom CSS)
weight: sets the order in which a fragment appears

Speaker Notes

Add speaker notes to your presentation

{{% speaker_note %}}
- Only the speaker can read these notes
- Press `S` key to view
{{% /speaker_note %}}

Press the S key to view the speaker notes!

Themes

black: Black background, white text, blue links (default)
white: White background, black text, blue links
league: Gray background, white text, blue links
beige: Beige background, dark text, brown links
sky: Blue background, thin dark text, blue links

night: Black background, thick white text, orange links
serif: Cappuccino background, gray text, brown links
simple: White background, black text, blue links
solarized: Cream-colored background, dark green text, blue links

Custom Slide

Customize the slide style and background

{{< slide background-image="/media/boards.jpg" >}}
{{< slide background-color="#0000FF" >}}
{{< slide class="my-style" >}}

Custom CSS Example

Let’s make headers navy colored.

Create assets/css/reveal_custom.css with:

.reveal section h1,
.reveal section h2,
.reveal section h3 {
color: navy;
}

Questions?

Ask

Documentation

Cheng-Jun Wang

I give a talk on computational narrative

I joined in a discussion on AIGC

Lecture on the road of heros

相关讲座

苏格拉底羽毛球小队

My new book Jumping Over The Network Threshold has been published!

Video

Slides

Github

专题报告 专题题目：社会计算与系统科学

从信息扩散、注意力流动到计算叙事：反思计算社会科学的逻辑

30 Talks of Computational Social Science

I participated in the Conference of Cognitive Intelligence and Intelligent Communication

苏格拉底大王心法：番茄工作法

I participated in the online discussion about computational social science

I organize the 1st Interview of Group Dynamics with Huimin Xu

The paper titled Weaving the Behavioral Cocoon is accepted by ICA 2022

I will give a keynote speech on computational narrative

The paper titled Peeking Strategy for Online News Diffusion Prediction via Machine Learning is accepted by Physica A

Abstract

人啊，认识你自己!

五蕴皆空

I gave a talk to introduce Computational Communication Research

2021年11月17日在苏州大学讲学视频

I gave a keynote speech on the Threshold Book

I attended the SICSS2021-Beijing

I gave a keynote speech on the Logic of Computational Social Science

Conference Program

Opening Remarks & Welcome Speech

主题演讲 Keynote Speeches

Recent and Upcoming News in 2021

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Overview

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Ecosystem

Inspiration

Features

Themes

License

Slides

Create slides in Markdown with Wowchemy

Features

Controls

Code Highlighting

Math

Fragments

Speaker Notes

Themes

Custom Slide

Custom CSS Example

Questions?

专题报告专题题目：社会计算与系统科学