VideoLectures.NET is the world's biggest academic online video repository with 24,792 video lectures delivered by 10,763 presenters since 2001. [1] It is hosted at Jozef Stefan Institute in Slovenia, Europe. All content is released under the Creative Commons Attribution-Noncommercial-No Derivative Works 3.0 [2]
The vast majority of the content is about computer science, specifically about data mining, semantic web, machine learning, and complex systems coming from conferences around the world such as ICML, NIPS, ECML PKDD, SIGKDD. [3] The content is mainly Ph.D. level and peer reviewed by a conference editorial board.
It also includes content from the "Video Journal of Machine Learning Abstracts" [4] which are being connected to the PASCAL NoE project and Planetdata [5] on big data.
It hosts also additional free content from the open learning incentives, such as MIT OpenCourseWare. [6]
It serves as a main data source for the STReP's "transLectures" project the goal of which is to develop automatic large scale machine translations. [7] [8]
In September 2000, the project started with offering online access to video recordings of weekly Solomon seminars held at the Jožef Stefan Institute's Department for Knowledge Technologies. Project Videolectures.net was created/founded by Sebastjan Mislej under patronage of Marko Grobelnik. First team members were: Nina Rančič, Darko Ignjatovic, Davor Orlič. In 2006 Peter Keše, as a developer joined the team.
MIT OpenCourseWare is an initiative of the Massachusetts Institute of Technology (MIT) to publish all of the educational materials from its undergraduate- and graduate-level courses online, freely and openly available to anyone, anywhere. The project was announced on April 4, 2001, and uses Creative Commons Attribution-NonCommercial-ShareAlike license. The program was originally funded by the William and Flora Hewlett Foundation, the Andrew W. Mellon Foundation, and MIT. MIT OpenCourseWare is supported by MIT, corporate underwriting, major gifts, and donations from site visitors. The initiative inspired a number of other institutions to make their course materials available as open educational resources.
O'Reilly Media is an American learning company established by Tim O'Reilly that publishes books, produces tech conferences, and provides an online learning platform. Its distinctive brand features a woodcut of an animal on many of its book covers.
Robert "Bob" Melancton Metcalfe is an American engineer and entrepreneur who contributed to the development of the internet in the 1970s. He co-invented Ethernet, co-founded 3Com, and formulated Metcalfe's law, which describes the effect of a telecommunications network. Metcalfe has also made several predictions which failed to come to pass, including forecasting the demise of the internet during the 1990s.
The Jožef Stefan Institute is the largest research institute in Slovenia. The main research areas are physics, chemistry, molecular biology, biotechnology, information technologies, reactor physics, energy and environment. At the beginning of 2013 the institute had 962 employees, of whom 404 were PhD scientists.
A recommender system, or a recommendation system, is a subclass of information filtering system that provide suggestions for items that are most pertinent to a particular user. Typically, the suggestions refer to various decision-making processes, such as what product to purchase, what music to listen to, or what online news to read. Recommender systems are particularly useful when an individual needs to choose an item from a potentially overwhelming number of items that a service may offer.
The Conference and Workshop on Neural Information Processing Systems is a machine learning and computational neuroscience conference held every December. The conference is currently a double-track meeting that includes invited talks as well as oral and poster presentations of refereed papers, followed by parallel-track workshops that up to 2013 were held at ski resorts.
Open educational resources (OER) are teaching, learning, and research materials intentionally created and licensed to be free for the end user to own, share, and in most cases, modify. The term "OER" describes publicly accessible materials and resources for any user to use, re-mix, improve, and redistribute under some licenses. These are designed to reduce accessibility barriers by implementing best practices in teaching and to be adapted for local unique contexts.
The World Summit Awards (WSA) rewards Information and Communications Technologies projects that have a positive impact on society at the local level. The award was initiated in 2003, within the framework of the United Nations World Summit on the Information Society. After the UN General Assembly adopted Resolution 56/183. The awards are open to companies, organizations, or individuals from any of the UN and the UNESCO Member States. They are divided into 8 different categories. The world summit awards are managed by the International Center for New Media (ICNM), a non-profit organization based in Salzburg, Austria. ICNM was founded by Peter A. Bruck, in 2002.
OpenCourseWare (OCW) are course lessons created at universities and published for free via the Internet. OCW projects first appeared in the late 1990s, and after gaining traction in Europe and then the United States have become a worldwide means of delivering educational content.
Andrew Yan-Tak Ng is a British-American computer scientist and technology entrepreneur focusing on machine learning and artificial intelligence (AI). Ng was a cofounder and head of Google Brain and was the former Chief Scientist at Baidu, building the company's Artificial Intelligence Group into a team of several thousand people.
Peter A. Bruck is former CEO and Chief Researcher of the Research Studios Austria Forschungsgesellschaft mbH and founder of the spin-off KnowledgeFox. Bruck is also honorary President of the ICNM-International Center for New Media, Salzburg, which selects and promotes best practice in ICT applications and multimedia contents nationally in Austria, at the European level and globally under auspices of the United Nations. Chairman of the Board the European Academy of Digital Media-EADiM, Netherlands, Chairman of the Board of Directors the World Summit Award within the framework of the United Nations process of the World Summit on the Information Society (WSIS) and President of the European Academy of MicroLearning (Austria)
Bluefin Labs is a defunct Cambridge, MA-based social TV analytics company that uses publicly available social media commentary from Twitter, Facebook and blogs to measure viewer engagement with television shows and ads at scale – historically a costly and complex problem for TV and marketing industries to solve.
Borka Jerman Blažič is a Slovenian Internet pioneer, and the President of the Internet Society - Slovenia. She is also a computer networks scientist, founder and first general secretary of the Yugoslavian Network for the Academic and Education Community (YUNET), which introduced the first Internet services in SFR Yugoslavia in 1991.
Reza Zadeh is an American-Canadian-Iranian computer scientist and technology executive working on machine learning. He is adjunct professor at Stanford University and CEO of Matroid. He has served on the technical advisory boards of Databricks and Microsoft. His work focuses on machine learning, distributed computing, and discrete applied mathematics.
Jianchang (JC) Mao is a Chinese-American computer scientist and Vice President, Google Assistant Engineering at Google. His research spans artificial intelligence, machine learning, computational advertising, data mining, and information retrieval. He was named a Fellow of the Institute of Electrical and Electronics Engineers (IEEE) in 2012 for his contributions to pattern recognition, search, content analysis, and computational advertising.
The Observatory on Digital Communication (OCCAM) was established in 1996 by UNESCO in Milan, with the Agreements signed by the Director General, Federico Mayor and Marco Formentini in June 1996. The acronym stands for Observatory for Cultural Communication and Audiovisual in the Mediterranean.
Cynthia Diane Rudin is an American computer scientist and statistician specializing in machine learning and known for her work in interpretable machine learning. She is the director of the Interpretable Machine Learning Lab at Duke University, where she is a professor of computer science, electrical and computer engineering, statistical science, and biostatistics and bioinformatics. In 2022, she won the Squirrel AI Award for Artificial Intelligence for the Benefit of Humanity from the Association for the Advancement of Artificial Intelligence (AAAI) for her work on the importance of transparency for AI systems in high-risk domains.
Jiliang Tang is a Chinese-born computer scientist and associate professor at Michigan State University in the Computer Science and Engineering Department, where he is the director of the Data Science and Engineering (DSE) Lab. His research expertise is in data mining and machine learning.
Blaž Zupan is a Slovenian computer scientist and university professor, * 26 January 1968, Postojna, Slovenia.
Himabindu "Hima" Lakkaraju is an Indian-American computer scientist who works on machine learning, artificial intelligence, algorithmic bias, and AI accountability. She is currently an Assistant Professor at the Harvard Business School and is also affiliated with the Department of Computer Science at Harvard University. Lakkaraju is known for her work on explainable machine learning. More broadly, her research focuses on developing machine learning models and algorithms that are interpretable, transparent, fair, and reliable. She also investigates the practical and ethical implications of deploying machine learning models in domains involving high-stakes decisions such as healthcare, criminal justice, business, and education. Lakkaraju was named as one of the world's top Innovators Under 35 by both Vanity Fair and the MIT Technology Review.