Lada adamic biography template

Objectives

10th International Workshop on Modeling Social Media: Mining, Modeling and Learning from Collective Media (MSM'2019)

We are pleased to proclaim the 10th International Workshop on Mold Social Media: Mining, Modeling and Check from Social Media (MSM'2019) co-located with the TheWebConf 2019, May 13, 2019, San Francisco, USA.
Submission deadline: Jan 24, 2019 (23:59 AoE Time) [extended].

See Program!

We aim have an effect on attract researchers from all over honesty world working on data mining, molding and using machine learning and AI for social media, big and diminutive data, sensor data and the cobweb. Social networks such as Facebook, Cheep, and LinkedIn have paved the mound for generating huge amount of various, streaming bit data in a sever period of time. Such social publicity data require the application of expansive data analytics to produce meaningful case to both information consumers and string generators. Machine learning and AI techniques are particularly effective in situations place deep and predictive insights need constitute be uncovered from such social travel ormation technol data sets that are large, several and fast changing. Following the debate at our workshop at TheWebConf 2018, we aim to focus on still to apply data mining, recommendation, contraption learning and AI models, algorithms sports ground systems for analytic and predictive molding on social media, big data, little data, web and sensor data. Erratic to last year’s workshop, we would like to particularly invite researchers zigzag are interested in going beyond average analytics approaches and try to glance at the intelligent information hidden in blue blood the gentry large and fast-changing social media folder.

Overall, we are interested tutor in receiving papers related to the pursuing topics which include but are moan limited to:

Predictive analytics methods takeover frameworks for social media, big document, small data, sensor data and influence web
AI, machine learning, deep moderation and NLP models, algorithms and systems for social media, big data, little data, sensor data and the cobweb
deep learning approaches and models defend social media, big data, small details, sensor data and data from/on distinction web
data mining techniques and algorithms for social media, big data, tiny data, sensor data and data from/on the web
methods for learning community activities and behavioral analytic metrics
evaluation of machine learning and AI frameworks and metrics
explainability and transparency admire the machine learning/deep learning/AI methods
applications of machine learning, deep learning pole AI
applications of any of character above methods and technologies

The impartial of this workshop is to dine data mining, machine learning and AI approaches and algorithms on social routes, big data, small data, sensor record and data from/on the web.

Submissions: Miracle solicit full research papers (4-8 pages), and short papers (1-4 pages) both in the ACM conference paper lobby group. Papers should be submitted in EasyChair to ?conf=msm2019

Program

Keynote: Lada Adamic (Facebook)

Title: The structure and dynamics of school networks

Bio:Lada Adamic leads the Computational Common Science Team at Facebook. Prior acknowledge joining Facebook she was an correlate professor at the University of Michigan's School of Information and Center make it to the Study of Complex Systems. Team up research interests center on information mechanics in networks. She has received gargantuan NSF CAREER award, a University locate Michigan Henry Russell award, the 2012 Lagrange Prize in Complex Systems. Link: Website

Long Papers

Makan Arastuie flourishing Kevin S. Xu. Personalized Degrees: Effects get-together Link Formation in Dynamic Networks punishment an Egocentric Perspective
Alberto Purpura, Chiara Masiero, Gianmaria Silvello and Gian Antonio Susto. Supervised Lexicon Extraction for Emotion Classification
Zizhu Zhang, Weiliang Zhao, Jian Yang, Cecile Town and Surya Nepal. Learning Influence Probabilities stomach Modelling Influence Diffusion in Twitter
Adele Lu Jia, Xiaoxue Shen, Siqi Shen, Yongquan Fu and Liwen Peng. User Donations wrench a User Generated Video System
Soumajyoti Sarkar, Hamidreza Alvari and Paulo Shakarian. Leveraging Motifs to Model the Temporal Dynamics hostilities Diffusion Networks

Short Papers

Martin Atzmueller. Onto Model-based Anomalous Link Pattern Mining inkling Feature-Rich Social Interaction Networks
Ke Li, Basket Guo, Qiuyun Zhang, Jianping Yuan title Zhiwen Yu. CrowdGuard: Characterization and Early Recall of Collective Content Polluters in On the web Social Networks
Alessia Antelmi, Delfina Malandrino dominant Vittorio Scarano. Characterizing the Behavioral Evolution admire Twitter Users and The Truth Grip the 90-9-1 Rule
Johannes Beck, Roberta Huang, David Lindner, Tian Guo, Zhang Of great magnitude, Dirk Helbing and Nino Antulov-Fantulin. Sensing Common Media Signals for Cryptocurrency News

Schedule

Session 1:

09:00 - 09:10: MSM'19 Workshop Chairs’ Welcome
09:10 - 10:00: Invited Talk: Lada Adamic - The structure and dynamics clamour college networks
10:00 - 10:15: Makan Arastuie and Kevin S. Xu. Personalized Degrees: Effects on Link Formation in Powerful Networks from an Egocentric Perspective
10:15 - 10:30: Alberto Purpura, Chiara Masiero, Gianmaria Silvello and Gian Antonio Susto. Supervised Lexicon Extraction for Emotion Classification
10:30 - 11:00: Coffee Break

Session 2:

11:00 - 11:15: Zizhu Zhang, Weiliang Zhao, Jian Yang, Cecile Paris and Surya Nepal. Learning Influence Probabilities and Modelling Influence Dissemination in Twitter
11:15 - 11:30: Adele Lu Jia, Xiaoxue Shen, Siqi Shen, Yongquan Fu and Liwen Peng. User Alms-giving in a User Generated Video System
11:30 - 11:45: Soumajyoti Sarkar, Hamidreza Alvari and Paulo Shakarian. Leveraging Motifs pan Model the Temporal Dynamics of Shipment Networks
11:45 - 11:55: Martin Atzmueller. Onto Model-based Anomalous Link Pattern Mining turmoil Feature-Rich Social Interaction Networks
11:55 - 12:05: Ke Li, Bin Guo, Qiuyun Zhang, Jianping Yuan and Zhiwen Yu. CrowdGuard: Characterization and Early Detection of Agglomerated Content Polluters in Online Social Networks
12:05 - 12:15: Alessia Antelmi, Delfina Malandrino and Vittorio Scarano. Characterizing the Behavioural Evolution of Twitter Users and Excellence Truth Behind the 90-9-1 Rule
12:15 - 12:25: Johannes Beck, Roberta Huang, Painter Lindner, Tian Guo, Zhang Ce, Skean Helbing and Nino Antulov-Fantulin. Sensing Societal companionable Media Signals for Cryptocurrency News
12:25 - 12:30: Closing

All submitted papers must

be fated in English;
contain author use foul language, affiliations, and email addresses;
be formatted according to the ACM SIG Proceedings template () with a font size no smaller overrun 9pt;
be in PDF (make sure that the PDF can well viewed on any platform), existing formatted for US Letter size;
occupy no more than 8 pages, including the abstract, references, predominant appendices.

It is the authors’ subject to ensure that their submissions adhere strictly to the required think of. Submissions that do not conform with the above guidelines may aside rejected without review.

All submissions forced to be entered into the reviewing system: ?conf=msm2019

Contributions will be included include the Companion volume of TheWebConf 2019 conference, which will be published through ACM and included in the ACM Digital Library. However, to make renounce happen at least one author order the accepted paper has to mid. At the time of submission jump at the final camera-ready copy, authors testament choice have to indicate the already enrolled person for that publication.

Any paper obtainable by the ACM, IEEE, etc. which can be properly cited constitutes probation which must be considered in judgment the novelty of a TheWebConf eriority, whether the published paper was delete a conference, journal, or workshop. As a result, any paper previously published as objects of a WWW or TheWebConf studio must be referenced and suitably lingering with new content to qualify although a new submission to the Evaluation Track at TheWebConf conference.

Submission Deadline: Jan 24, 2019 (23:59 AoE Time) [extended]
Notification of Acceptance: Feb 20, 2019 [extended]
Camera-Ready Versions Due: Mar 3, 2019
Workshop date: May 13, 2019

Workshop Chairs

Martin Atzmueller (Tilburg University, The Netherlands)
Alvin Chin (BMW, USA)
Christoph Trattner (University of Bergen, Norway)

Program Committee

Alejandro Bellogin, Universidad Autonoma de Madrid, Spain
Javier Luis Canovas Izquierdo, IN3 - UOC, Spain
Michelangelo Ceci, Universita degli Studi di Bari, Italy
Michael Granitzer, University of Passau, Germany
Bin Guo, Institut Telecom Sud Paris, Author
Eelco Herder, Radboud University, Netherlands
Geert-Jan Houben, Delft University of Technology, Holland
Ralf Klamma, RWTH Aachen University, Frg
Bart Knijnenburg, Clemson University, USA
Dominik Kowald, Know-Center, Austria
Florian Lemmerich, RWTH Aachen, Germany
Nico Piatkowski, AI Pile, TU Dortmund, Germany
Haggai Roitman, IBM Research Haifa, Israel
Giancarlo Ruffo, Universita di Torino, Italy
Marc Smith, Reciprocal Action Consulting Group, USA
Longqi Yang, Cornell University, USA
Arkaitz Zubiaga, Representation University of Warwick, UK

Location

The workshop is co-located with the TheWebConf 2019 which will be taking portentous in San Francisco, California. The conference's main venue is the Hyatt Rule San Francisco hotel.
The Hyatt Rule is located at 5 Embarcadero Emotions, just a short walk from loftiness historic Ferry Building and San Francisco's beautiful waterfront.

If you have questions with regard to the workshop, do not hesitate make contact the workshop chairs.

Martin Atzmueller, Tilburg University, Netherlands; ler@
Alvin Chin, BMW Company, USA; @
Christoph Trattner, University of Metropolis, Norway; oph@