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Migration-Related Risks caused by misconceptions of Opportunities and Requirement

Rezultaty

Initial Requirements Documents

Report summarizing the refined user scenarios, the user stories and their prioritisation and the resulting requirements from tasks T2.1 and T2.2.

Report on Factors Influencing Societal Acceptance

This report will deal with the possible societal acceptance of systems combining different MIRROR solutions with special attention to gender aspects keeping up to date with changes going on in migration flows during the duration of the project

Data and Knowledge Management Plan

Plan that describes the data used in the project as well as the way the project deals with this data and with the knowledge created in the project.

Human Rights Implications Checklist

Human rights implications checklist to be used in the planning and development of the MIRROR application.

Report on Policy Recommendations

Report proposing policy recommendations

Interim Communication, Dissemination and Exploitation Plan

Report on the communication dissemination activities and exploitation planning Feedback collected regarding productand service happiness of endusers as well as their evaluated impacts Data gathered about event attendance website activities and number of contacts

Report on Societal Issue of Migration with Respect to the Project

This report will include a social frame on the present situation of migration issues interesting MIRROR

Working Paper: Gender Differences in the Role of Mobile Media and EU Perceptions

Comparative assessment of gender perspective on media role and EU perceptions Publication as journal article planned

Final Release of Technologies and Models

This report presents the final results and insights gained during testing and includes adjustments gained by inclusion of aspects from insights and bestpractices as produced by WP9 Furthermore the final deliverable documents the final state of performance of the technologies in order to provide a basis for future research following up on the results of MIRROR

First Release of Multimedia Analysis Technologies

This deliverable describes the first version of the developed approach for migration-domain multimedia content annotation, automatic speech recognition, and provides a preliminary version for the visual sentiment analysis approach.

Y1 MIRROR Progress and Planning Report

Progress report of Y1 including updated risk assessment and KPI assessment.

D11.3 Dissemination and Exploitation Plan

Initial version of the Dissemination and Exploitation Plan at M6, with updated versions at M18 and M36.

Communications Plan

Initial version of the Communications Plan plan at M3, with updated versions at M18 and M36.

First Release of Cross-media Social Network Analysis Technologies

This deliverable describes the methodology for cross media social network construction and provides first analysis of echo the chamber effects as well as for bias detection and propagation in constructed networks.

Final Release of Multimedia Analysis Technologies

This deliverable presents the final report of the multimedia analysis technologies which have been tested optimized and validated throughout the pilots of the project

Second Release of Text-analysis Technologies and Models

This report describes the second version of the textprocessing sentiment analysis namedentity and topicdetection technologies and models taking into account migrationdomain related issues and insights and improved version of the models and technologies delivered at D41 Due to ongoing and continuous datacollection and processing temporal effects will be specifically addressed by this deliverable

MIRROR Information Model: Initial Version

first version of the information model, based on the outcomes of WP2 (user stories and requirements) and WP4, WP5, WP6 (analysis models). The initial version of the model will define the core entities and workflows to be used as input for the first prototype.

Working Paper: Theoretical Framework for Migration Process Analysis

Theoretical framework for interplay social media migration process and target country perceptions based on literature review and initial expert interviews. Publication as Journal Article planned.

Project Identity Report

Creation of the project’s identity including a cohesive concept for presenting the project (logo, promotional material, website and social media accounts.

MIRROR Architecture and Integration Plan

Design of the overall architecture, selection of the candidate technologies for the implementation of the framework, identification of all expected components from technical WPs and integration plan for the different framework prototypes.

Second Release of Cross-media Social Network Analysis Technologies

This deliverable describes the second version of the developed technologies for bias detection and propagation and insights into the evolution of communities in constructed networks and information diffusion

Final Requirements Document

Report on revised and refined requirements based on the revisiting of the requirements in task T23

MIRROR Information Model: Final Version

Final version of the information model including the results of the evaluation and assessment carried out in WP10 with final definition of all model entities and workflows used as input to the implementation of the second prototype

Working Paper: Analysis of EU and Migration Policy Perception

Analysis of perceptions of EU and EU migration policies and possible media impact Publication as journal article planned

Second Release of Multimedia Analysis Technologies

This deliverable describes the second version of the migrationdomain multimedia content annotation automatic speech recognition and visual sentiment analysis technologies the first version of the media collection summarization technology and results of their evaluation

Report on the Privacy and Data Protection Impact Assessment

This report will include sections on data flows within the research project and the legal compliance as well as end user compliance issues with regard to their use of MIRROR solutions

Working Paper: Mobile Media Role in Migration Process

Journal Article on analysis of role of Mobile Media and Social Media before and during migration process for migration decisions

Final MIRROR Progress Report

Final report including final KPI assessment

Y2 MIRROR Progress and Planning Report

Progress report of Y2 including updated risk assessment and KPI assessment

Report on Analysis of Misperception

The report will provide an analysis based on existing work focused on the threat of misperception of Europe

Final Release of Cross-media Social Network Analysis Technologies

This deliverable presents the final report of the crossmedia social network analysis technologies which have been tested optimized and validated throughout the pilots of the project

Report on Design of MIRROR Actionable Insight Toolkit

Report from Stakeholder Assembly 1 on toolkit design The Stakeholder Assembly will validate the toolkit design Conclusions will be integrated into a second draft of the toolkit

Interview Guidelines for Migration Process Analysis

Interview guidelines based on theoretical framework, expert interviews, and pilots, translated into target languages, interviewer training guidelines.

First Release of Text-analysis Technologies and Models

This report describes the first version of the text-processing, sentiment analysis, named-entity and topic-detection technologies and models.

Final Report on Irregular Migrants' EU Perceptions and Mobile Media Impact

Concluding report taking into account social media analysis from WP36

Report of MIRROR Ethical Principles and Practices

This will document the ethical concerns MIRROR can come across and the way the partners are dealing with these concerns.

MIRROR Framework: second prototype release

Second release of the integration platform with all components as defined in D71 and compliant to the final version of the information model in D72

MIRROR Framework: Final Prototype Release

Final release of the integration platform integrating the final release of analysis tools and implementing the new requirements collected during the final phase of assessment and evaluation

MIRROR Framework: First Prototype Release

First release of the integration platform, with available components as defined in D7.1 and compliant to the first version of the information model defined in D7.2.

Publikacje

Summarizing Videos using Concentrated Attention and Considering the Uniqueness and Diversity of the Video Frames

Autorzy: Apostolidis, Evlampios; Balaouras, Georgios; Mezaris, Vasileios; Patras, Ioannis
Opublikowane w: ACM Int. Conf. on Multimedia Retrieval (ICMR’22), 2022
Wydawca: ACM
DOI: 10.1145/3512527.3531404

Hard-Negatives or Non-Negatives? A Hard-Negative Selection Strategy for Cross-Modal Retrieval Using the Improved Marginal Ranking Loss

Autorzy: Damianos Galanopoulos; Vasileios Mezaris
Opublikowane w: IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), 2021
Wydawca: IEEE
DOI: 10.1109/iccvw54120.2021.00261

VERGE in VBS 2021

Autorzy: Andreadis, Stelios; Moumtzidou, Anastasia; Gkountakos, Konstantinos; Pantelidis, Nick; Apostolidis, Konstantinos; Galanopoulos, Damianos; Gialampoukidis, Ilias; Vrochidis, Stefanos; Mezaris, Vasileios; Kompatsiaris, Ioannis
Opublikowane w: 27th Int. Conf. on Multimedia Modeling (MMM2021), 2021
Wydawca: Springer
DOI: 10.1007/978-3-030-67835-7_35

Struggle to Settle down! Examining the Voices of Migrants and Refugees on Twitter Platform.

Autorzy: Khatua Aparup; Nejdl Wolfgang
Opublikowane w: Companion Publication of the 2021 Conference on Computer Supported Cooperative Work and Social Computing, Numer 7, 2021, Strona(/y) 95–98, ISBN 9781450384797
Wydawca: Association for Computing Machinery
DOI: 10.1145/3462204.3481773

Combining Adversarial and Reinforcement Learning for Video Thumbnail Selection

Autorzy: Evlampios Apostolidis; Eleni Adamantidou; Vasileios Mezaris; Ioannis Patras
Opublikowane w: ACM Int. Conf. on Multimedia Retrieval (ICMR), 2021
Wydawca: ACM
DOI: 10.1145/3460426.3463630

On the Impact of Dataset Size:A Twitter Classification Case Study

Autorzy: Nguyen, Thi Huyen; Nguyen, Hoang H.; Ahmadi, Zahra; Hoang, Tuan-Anh; Doan, Thanh-Nam
Opublikowane w: WI-IAT '21: IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, Numer 6, 2021, ISBN 9781450391153
Wydawca: Association for Computing Machinery
DOI: 10.1145/3486622.3493960

Rites de Passage: Elucidating Displacement to Emplacement of Refugees on Twitter

Autorzy: Khatua Aparup; Nejdl Wolfgang
Opublikowane w: Proceedings of the 33rd ACM Conference on Hypertext and Social Media, Numer HT '22, 2022, Strona(/y) 214–219, ISBN 9781450392334
Wydawca: Association for Computing Machinery
DOI: 10.1145/3511095.3536362

ITI-CERTH participation in ActEV and AVS Tracks of TRECVID 2021

Autorzy: Konstantinos Gkountakos; Damianos Galanopoulos; Despoina Touska; Konstantinos Ioannidis; Stefanos Vrochidis; Vasileios Mezaris; Ioannis Kompatsiaris
Opublikowane w: TRECVID 2021 Workshop, 2021
Wydawca: NIST
DOI: 10.5281/zenodo.5817707

Exploiting Out-of-Domain Datasets and Visual Representations for Image Sentiment Classification.

Autorzy: Alexandros Pournaras; Nikolaos Gkalelis; Damianos Galanopoulos; Vasileios Mezaris
Opublikowane w: 16th Int. Workshop on Semantic and Social Media Adaptation & Personalization (SMAP), 2021
Wydawca: IEEE
DOI: 10.1109/smap53521.2021.9610801

Analyzing European Migrant-related Twitter Deliberations

Autorzy: Khatua Aparup; Nejdl Wolfgang
Opublikowane w: Companion Proceedings of the Web Conference 2021, Numer 7, 2021, Strona(/y) 166–170, ISBN 9781450383134
Wydawca: Association for Computing Machinery
DOI: 10.1145/3442442.3453459

Towards an Interpretable Approach to Classify and Summarize Crisis Events from Microblogs

Autorzy: Thi Huyen Nguyen; Koustav Rudra
Opublikowane w: Proceedings of the ACM Web Conference 2022, Numer WWW '22, 2022, Strona(/y) 3641–3650, ISBN 9781450390965
Wydawca: Association for Computing Machinery
DOI: 10.1145/3485447.3512259

Extracting Account Attributes for Analyzing Influence on Twitter

Autorzy: Johan Fernquist, Ola Svenonius, Lisa Kaati, Fredrik Johansson
Opublikowane w: 2019 European Intelligence and Security Informatics Conference (EISIC), 2019, Strona(/y) 62-69, ISBN 978-1-7281-6735-0
Wydawca: IEEE
DOI: 10.1109/eisic49498.2019.9108896

Identifying Deceptive Reviews: Feature Exploration, Model Transferability and Classification Attack

Autorzy: Marianela Garcia Lozano, Johan Fernquist
Opublikowane w: 2019 European Intelligence and Security Informatics Conference (EISIC), 2019, Strona(/y) 109-116, ISBN 978-1-7281-6735-0
Wydawca: IEEE
DOI: 10.1109/eisic49498.2019.9108852

Going Beyond Content Richness : Verified Information Aware Summarization of Crisis-Related Microblogs

Autorzy: Ashish Sharma, Koustav Rudra, Niloy Ganguly
Opublikowane w: Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019, Strona(/y) 921-930, ISBN 9781-450369763
Wydawca: ACM
DOI: 10.1145/3357384.3358020

Migration-Related Semantic Concepts for the Retrieval of Relevant Video Content

Autorzy: Erick, Elejalde; Damianos, Galanopoulos; Claudia, Niederee; Vasileios, Mezaris
Opublikowane w: Int. Workshop on Artificial Intelligence and Robotics for Law Enforcement Agencies (AIRLEAs) at the 3rd Int. Conf. on Intelligent Technologies and Applications (INTAP 2020), 2020
Wydawca: Springer
DOI: 10.1007/978-3-030-71711-7_34

Combining Multiple Deep-learning-based Image Features for Visual Sentiment Analysis

Autorzy: Pournaras, Alexandros; Gkalelis, Nikolaos; Galanopoulos, Damianos; Mezaris, Vasileios
Opublikowane w: MediaEval 2021 Workshop, 2021
Wydawca: MediaEval
DOI: 10.5281/zenodo.6655366

Automatic and Semi-automatic Augmentation of Migration Related Semantic Concepts for Visual Media Retrieval

Autorzy: Damianos Galanopoulos; Erick Elejalde; Alexandros Pournaras; Claudia Niederée; Vasileios Mezaris
Opublikowane w: Workshop on Open Challenges in Online Social Networks (OASIS) @ the 32nd ACM Conference on Hypertext and Social Media (ACM HT'21), 2021
Wydawca: ACM
DOI: 10.1145/3472720.3483618

ObjectGraphs: Using Objects and a Graph Convolutional Network for the Bottom-up Recognition and Explanation of Events in Video

Autorzy: Nikolaos Gkalelis; Andreas Goulas; Damianos Galanopoulos; Vasileios Mezaris
Opublikowane w: IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2021
Wydawca: IEEE
DOI: 10.5281/zenodo.4963588

EUDETECTOR: Leveraging Language Model to Identify EU-Related News

Autorzy: Rudra, Koustav; Tran, Danny; Shaltev, Miroslav
Opublikowane w: Companion Proceedings of the Web Conference 2021, Numer WWW '21, 2021, Strona(/y) 380–384, ISBN 9781450383134
Wydawca: Association for Computing Machinery
DOI: 10.1145/3442442.3452324

Explain and Predict, and then Predict Again

Autorzy: Zijian Zhang; Koustav Rudra; Avishek Anand
Opublikowane w: Proceedings of the 14th ACM International Conference on Web Search and Data Mining, Numer 29, 2021, ISSN 78-1-4503-8297-7
Wydawca: ACM
DOI: 10.1145/3437963.3441758

VERGE in VBS 2022

Autorzy: Andreadis, Stelios; Moumtzidou, Anastasia; Galanopoulos, Damianos; Pantelidis, Nick; Apostolidis, Konstantinos; Touska, Despoina; Gkountakos, Konstantinos; Pegia, Maria; Gialampoukidis, Ilias; Vrochidis, Stefanos; Mezaris, Vasileios; Kompatsiaris, Ioannis
Opublikowane w: Int. Conf. on Multimedia Modeling (MMM), 2022
Wydawca: Springer
DOI: 10.1007/978-3-030-98355-0_50

Combining Global and Local Attention with Positional Encoding for Video Summarization

Autorzy: Apostolidis Evlampios; Balaouras Georgios; Mezaris Vasileios; Patras Ioannis
Opublikowane w: IEEE Int. Symposium on Multimedia (ISM), 2021
Wydawca: IEEE
DOI: 10.5281/zenodo.6683785

Unraveling Social Perceptions & Behaviors towards Migrants on Twitter

Autorzy: Aparup Khatua; Nejdl Wolfgang
Opublikowane w: Proceedings of the Sixteenth International AAAI Conference on Web and Social Media, Numer ICWSM2022, 2021, ISSN 2331-8422
Wydawca: ArXiv.org
DOI: 10.48550/arxiv.2112.06642

Efficient Neural Ranking using Forward Indexes

Autorzy: Leonhardt Jurek; Rudra Koustav; Khosla Megha; Anand Abhijit; Anand Avishek
Opublikowane w: Proceedings of the {ACM} Web Conference 2022, Numer WWW '22, 2022, ISSN 0004-5411
Wydawca: Association for Computing Machinary, Inc.
DOI: 10.1145/3485447.3511955

My EU = Your EU? Differences in the Perception of European Issues Across Geographic Regions

Autorzy: Koustav Rudra; Gerhard Backfried; Miroslav Shaltev; Claudia Niederée; Erick Elejalde
Opublikowane w: Transactions on Computational Social Systems, Numer 6, 2021, Strona(/y) 1475-1488, ISSN 2329-924X
Wydawca: IEEE Systems, Man, and Cybernetics Society
DOI: 10.1109/tcss.2021.3082422

Veracity assessment of online data

Autorzy: Marianela García Lozano, Joel Brynielsson, Ulrik Franke, Magnus Rosell, Edward Tjörnhammar, Stefan Varga, Vladimir Vlassov
Opublikowane w: Decision Support Systems, Numer 129, 2020, Strona(/y) 113132, ISSN 0167-9236
Wydawca: Elsevier BV
DOI: 10.1016/j.dss.2019.113132

Summarizing Situational Tweets in Crisis Scenarios: An Extractive-Abstractive Approach

Autorzy: Koustav Rudra, Pawan Goyal, Niloy Ganguly, Muhammad Imran, Prasenjit Mitra
Opublikowane w: IEEE Transactions on Computational Social Systems, Numer 6/5, 2019, Strona(/y) 981-993, ISSN 2329-924X
Wydawca: IEEE Systems, Man, and Cybernetics Society
DOI: 10.1109/TCSS.2019.2937899

Detecting computer-generated disinformation

Autorzy: Harald Stiff; Fredrik Johansson
Opublikowane w: International Journal of Data Science and Analytics, Numer 13, 2021, Strona(/y) 363–383, ISSN 2364-4168
Wydawca: Springer Nature
DOI: 10.1007/s41060-021-00299-5

Qualitative Interviews with Irregular Migrants in Times of COVID-19: Recourse to Remote Interview Techniques as a Possible Methodological Adjustment

Autorzy: Gruber, Maria; Eberl, Jakob-Moritz; Lind, Fabienne; Boomgaarden, Hajo G.
Opublikowane w: Forum: Qualitative Social Research, Numer 12, 2021, ISSN 1438-5627
Wydawca: Institut fur Klinische Sychologie and Gemeindesychologie
DOI: 10.17169/fqs-22.1.3563

Automated Text Analysis for Intelligence Purposes: A Psychological Operations Case Study

Autorzy: Varga, Stefan; Brynielsson, Joel; Horndahl, Andreas; Rosell, Magnus
Opublikowane w: Open Source Intelligence and Cyber Crime: Social Media Analytics, Numer 7, 2020, Strona(/y) 221-251, ISBN 978-3-030-41251-7
Wydawca: Springer International Publishing, Cham
DOI: 10.1007/978-3-030-41251-7_9

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