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ICCCI 2022 - ML-SDA 2022 : Special Session on Machine Learning for Social Data Analytics (ML-SDA) - 14th International Conference on Computational Collective Intelligence (ICCCI 2022)
ICCCI 2022 - ML-SDA 2022 : Special Session on Machine Learning for Social Data Analytics (ML-SDA) - 14th International Conference on Computational Collective Intelligence (ICCCI 2022)

ICCCI 2022 - ML-SDA 2022 : Special Session on Machine Learning for Social Data Analytics (ML-SDA) - 14th International Conference on Computational Collective Intelligence (ICCCI 2022)

Hammamet - Tunisia
Event Date: September 28, 2022 - September 30, 2022
Submission Deadline: April 15, 2022
Notification of Acceptance: May 15, 2022
Camera Ready Version Due: June 01, 2022




Call for Papers

ML-SDA 2022
Special Session on Machine Learning for Social Data Analytics
at the 14 th International Conference on Computational Collective Intelligence (ICCCI 2022) Hammamet, Tunisia, September 28-30, 2022
https://iccci.pwr.edu.pl/2022/download/ICCCI_2022_Special_Session_(ML-SDA_2022)_CFP_v.1.0.pdf


Description:

Nowadays, social networks play a crucial role in every aspect of our daily life. They are seen as huge data mines that attract researchers to tackle several challenges. Ranging from predicting users simple reactions to representing more complex personality features, mining social data clear the way for promising applications that significantly impact our real-life. Meanwhile, machine learning methods, characterized by recent breakthroughs of Deep Learning and Big Data, yield ultrapractical models dealing with data analytics. Following these advancements, text processing for example, has never been as intuitive as it is today. Particularly, embedding data, as dense vectors, ensures faithful representations of the text content making it possible to use the wide spectrum of machine learning methods for social data analytics. Analogically, mining other social data types (image, video, reactions, etc.) and layouts (graph, time series, sequential, etc.) has known remarkable success owing to the recent developments in machine learning methods.

Main Goals of this Special Session:

The main objective of the 2022 Special Session on Machine Learning for Social Data Analytics (ML-SDA 2022), hosted in the 14 th International Conference on Computational Collective Intelligence (ICCCI 2022) is to bring together scientists, researchers, engineers, and practitioners to present and to discuss recent and innovative research papers that address the breakthroughs of machine learning in social data analytics. It focuses on new methods, models and applications that use machine learning to process social data and namely to extract useful knowledge from it. The ML-SDA 2022 topics of interest deal with, but are not limited to, the use of different types of machine learning methods for:

- Sentiment and opinion mining
- Emotion detection
- Hate speech analysis
- Streaming data processing
- Multilingual content processing
- Hot Topic detection and tracking
- Abnormal and fake content identification
- Irony and sarcasm detection
- User behavior modeling and prediction
- Link prediction
- Community detection
- Opinion evolution modeling
- Social influence modeling
- Popularity prediction
- User Profiling from social data
- Recommendation systems using social data


Submission:

All contributions should be original and not published elsewhere or intended to be published during the review period. Authors are invited to submit their papers electronically in pdf format, through EasyChair. All the special sessions are centralized as tracks in the same conference management system as the regular papers. Therefore, to submit a paper please activate the following link and select the track: ML-SDA 2022: Special Session on Machine Learning for Social Data Analytics.
https://easychair.org/conferences/?conf=iccci20220

Authors are invited to submit original previously unpublished research papers written in English, of up to 13 pages, strictly following the LNCS/LNAI format guidelines. Authors can download the Latex (recommended) or Word templates available at Springer's web site. Submissions not following the format guidelines will be rejected without review. To ensure high quality, all papers will be thoroughly reviewed by the ML-SDA 2022 Program Committee. All accepted papers must be presented by one of the authors who must register for the conference and pay the fee. The conference proceedings will be published by Springer in the prestigious series LNCS/LNAI (indexed by ISI CPCI-S, included in ISI Web of Science, EI, ACM Digital Library, dblp, Google Scholar, Scopus, etc.).


Summary

ICCCI 2022 - ML-SDA 2022 : Special Session on Machine Learning for Social Data Analytics (ML-SDA) - 14th International Conference on Computational Collective Intelligence (ICCCI 2022) will take place in Hammamet - Tunisia. It’s a 3 days event starting on Sep 28, 2022 (Wednesday) and will be winded up on Sep 30, 2022 (Friday).

ICCCI 2022 - ML-SDA 2022 falls under the following areas: MACHINE LEARNING, SOCIAL NETWORKS, NATURAL LANGUAGE PROCESSING, DATA ANALYTICS, etc. Submissions for this Conference can be made by Apr 15, 2022. Authors can expect the result of submission by May 15, 2022. Upon acceptance, authors should submit the final version of the manuscript on or before Jun 1, 2022 to the official website of the Conference.

Please check the official event website for possible changes before you make any travelling arrangements. Generally, events are strict with their deadlines. It is advisable to check the official website for all the deadlines.

Other Details of the ICCCI 2022 - ML-SDA 2022

  • Short Name: ICCCI 2022 - ML-SDA 2022
  • Full Name: Special Session on Machine Learning for Social Data Analytics (ML-SDA) - 14th International Conference on Computational Collective Intelligence (ICCCI 2022)
  • Timing: 09:00 AM-06:00 PM (expected)
  • Fees: Check the official website of ICCCI 2022 - ML-SDA 2022
  • Event Type: Conference
  • Website Link: https://iccci.pwr.edu.pl/2022/
  • Location/Address: Hammamet - Tunisia


Credits and Sources

[1] ICCCI 2022 - ML-SDA 2022 : Special Session on Machine Learning for Social Data Analytics (ML-SDA) - 14th International Conference on Computational Collective Intelligence (ICCCI 2022)


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