It is our great pleasure to welcome you to the 2nd Workshop on Fairness, Accountability, Transparency and Ethics in Multimedia. This year's workshop continues its tradition of being a space to discuss how to develop ethical, fair, unbiased, representative, and transparent multimedia models, bringing together researchers from different areas to present computational solutions to these issues. Multimedia computing technologies operate today at an unprecedented scale, with a growing community of scientists interested in multimedia models, tools and applications. Such continued growth has great implications not only for the scientific community, but also for the society as a whole. Typical risks of large-scale computational models include model bias and algorithmic discrimination. These risks become particularly prominent in the multimedia field, which historically has been focusing on user-centered technologies. FATE/MM gives researchers and practitioners a unique opportunity to share their perspectives with others interested in the various aspects of fairness, accountability, transparency and ethics in Multimedia spaces. � 2020 Owner/Author.

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Collective intelligence and Knowledge Exploration (CI and KE) have been adopted to solve many problems. They are particularly used by companies as a support for innovation to efficiently obtain usable results. CI is usually defined as a group ability to perform consistently well across a wide variety of tasks, and it has to be combined with KD to ensure processes optimization, efficient management process, participative management, leadership, continuous teamwork, and so on. The importance of innovation grows the same way as the importance of mixing CI and KE, ensuring the successful exploitation of knowledge. Here, we present a quick review of current knowledge-oriented CI developments and applications. It aims at showing some observations about what's currently missing. Our editorial presents some recent interesting studies that we have gathered after a tight selection process. It also concludes by proposing avenue challenges to continue pushing CI and KE research forward, particularly regarding knowledge exploration. � 2022, The Author(s), under exclusive licence to Springer Nature Switzerland AG.

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Sustainability’s growth, year after year, continues to be staggering, becoming a reference point for those working on these issues. There are 65,433 papers in the Scopus database, of which 61,016 (93%) are articles. The year 2022 proposes 16,996 papers, 21% more than the previous year (14,053 papers). The comparison is even more significant compared to five (2372 papers in 2017) or ten years (167 papers in 2012) ago. In addition, the value for 2023 is already significant (5638 papers). These data are extrapolated from the Scopus database (up to 12 May 2023). The most involved subject areas are energy, environmental science, and social science. Concerning the keywords, the most proposed terms in published papers are sustainability (16,328), China (11,051), and sustainable development (8475). In particular, the country of reference of authors shows that China leads with 18,849 papers, followed by the United States (5685), Spain (5197), South Korea (5012), and Italy (4716). The international nature of the journal is highlighted by the other countries completing the Top 10: United Kingdom, Germany, Poland, Saudi Arabia, and Australia. The journal aims to provide answers to current problems [1,2] and, for that reason, has more than thirty sections.

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