Aims and scope

Exponential growth of data practically in all human activity areas, consolidating role to be played by informatics and IT for the development of methods and facilities for data analysis and management in various data intensive domains (DID), study of experience in applying these methods and stimulating their advancement have motivated organization of this conference. Main objective of this conference is to promote the acceleration of research, improvement of its efficiency (quality and visibility of results, competitive ability) at the expense of the enhancement of methods and facilities for data analysis and management in DID. It is expected that the mutual complementarity of approaches in interdisciplinary DID will contribute to the creation of the corporate culture generalizing methods for data analysis and infrastructures development applicable in diverse DID.

Target audience

The DAMDID conference is a multidisciplinary forum of researchers and practitioners from various research areas promoting cooperation and exchange of ideas in the area of data analysis and management in DID (a domain is data intensive if its development is induced by elaboration of data that not necessarily might be “Big”). For participation at the conference the specialists from such DID as X-informatics (where X = astro, bio, chemo, geo, medicine, neuro, physics, etc.), social science, economy, etc., as well from the areas of statistics, informatics, data mining, machine learning, data science, new technologies and IT, business, etc. are invited.

We welcome papers on interdisciplinary research, but we encourage authors to focus not only on the problems of the domain, but also on the rationale for choosing computer science methods and to analyze the research results from a computer science perspective.

Host organizers

• ITMO University
• Federal Research Center "Computer Science and Control" of RAS (FRC CSC RAS)
• Moscow ACM SIGMOD Chapter

Venue

The XXIV International Conference “Data Analytics and Management in Data Intensive Domains” (DAMDID/RCDL’2022) will be held during October 04-07, 2022 in Saint-Petersburg at the ITMO University.

Important dates

Submission deadline for workshop proposals	April 01, 2022
Abstract submission deadline for papers	April 22, 2022
Paper submission	June 01, 2022
Tutorial application submission	August 01, 2022
Notification for the first round	August 01, 2022
Final notification of acceptance	September 01, 2022
Camera-ready papers	September 20, 2022
Conference	October 04-07, 2022

Conference language

Official languages of the conference are both English and Russian. Authors may use both languages for their presentation during the conference, slides should be provided in English. A submission of the paper should be written in English.

Conference topics

The open list of topics proposed for submission is organized in form of the tracks presented in the list given below.

Tracks for data analysis, problem solving, experiment organization

• Organization of experiments
• Hypotheses and models as constituents of research experiments
• Advanced data intensive analysis methods and procedures
• Conceptual modeling
• Research support in data infrastructures, data intensive use cases

Tracks for data management

• Methods, tools and infrastructures for data acquisition and storage
• Data integration
• Information extraction from observational data in astronomy, spectroscopy, material science, medicine, etc.
• Information extraction from texts
• Research data infrastructures and their applications
• Semantic Web

Conference Proceedings

Soon after the conference two post-proceedings volumes will be submitted as special issues to the Lobachevskii Journal of Mathematics (https://www.springer.com/journal/12202) and to the Pattern Recognition and Image Analysis (https://www.springer.com/journal/11493) for the sake of better visibility of the conference publications by the international scientific community, as well as for indexing the papers in Scopus and Web of Science. Supplementary volume will be submitted to the scientific journal Systems and Means of Informatics (http://www.ipiran.ru/english/journal_Systems/index.asp).

Previous "Data Analytics and Management in Data Intensive Domains" conference (DAMDID) proceedings are available at https://link.springer.com/conference/damdid.

Categories of submissions

The conference structure will include the plenary keynotes and tutorials presented by the leading researchers, regular sessions containing regular and short presentations of the research results obtained in various conference tracks, as well as demo/poster sessions. For young researchers the PhD Workshop is planned. Co-located with the conference the satellite events are also planned including workshops (open and by invitation) and invited sessions. Paper submission rules and templates can be found at the website. Papers in any category should be submitted via EasyChair system.

Two-round single-blind peer-reviewing will be organized. During the first round each paper (demo) is reviewed by at least three PC members. As a result of the first round a paper (demo) can be accepted as a full paper (demo), extended abstract, rejected or recommended to be revised w.r.t. remarks in reviews. All papers recommended to be revised are subjects for the second round of reviewing. During the second round a paper (demo) is reviewed again. As a result of the second round a paper (demo) can be accepted as a full paper (demo), short paper (demo) or rejected.

Top-rated full papers in English (35-40% of submissions) are included in the Lobachevskii Journal of Mathematics and in the Pattern Recognition and Image Analysis volumes. Other full and short papers (demos) are included in the Systems and Means of Informatics journal volume.

Program Committee Co-chairs

• Dmitry Mouromtsev, ITMO University, Russia
• Sergey Stupnikov, FRC CSC RAS, Russia
• See all PC members here

Organizing Committee

• Elena Mikhailova, ITMO University, Russia
• Aleksei Romanov, ITMO University, Russia