The document outlines the syllabus for a course on knowledge-based multimedia systems (KBMS). It discusses the following key points:
1. The course covers various topics on modeling different media like text, images, video, and audio in a KBMS.
2. Students will complete assignments including exams and a semester-long project to design a location-based multimedia system.
3. The project involves collecting and analyzing location-based media like audio, text, and photos to produce system outputs and user interfaces.
https://telecombcn-dl.github.io/2017-dlai/
Deep learning technologies are at the core of the current revolution in artificial intelligence for multimedia data analysis. The convergence of large-scale annotated datasets and affordable GPU hardware has allowed the training of neural networks for data analysis tasks which were previously addressed with hand-crafted features. Architectures such as convolutional neural networks, recurrent neural networks or Q-nets for reinforcement learning have shaped a brand new scenario in signal processing. This course will cover the basic principles of deep learning from both an algorithmic and computational perspectives.
Graduation Project Presentation - Design of Web Based E-learning as an Assist...R. Bambang Widiatmoko
This is my final graduation project presentation, Design of Web Based E-learning as an Assist Tool in Technical Drawing Lab Work.
Still need revisions though.
https://telecombcn-dl.github.io/2017-dlai/
Deep learning technologies are at the core of the current revolution in artificial intelligence for multimedia data analysis. The convergence of large-scale annotated datasets and affordable GPU hardware has allowed the training of neural networks for data analysis tasks which were previously addressed with hand-crafted features. Architectures such as convolutional neural networks, recurrent neural networks or Q-nets for reinforcement learning have shaped a brand new scenario in signal processing. This course will cover the basic principles of deep learning from both an algorithmic and computational perspectives.
Graduation Project Presentation - Design of Web Based E-learning as an Assist...R. Bambang Widiatmoko
This is my final graduation project presentation, Design of Web Based E-learning as an Assist Tool in Technical Drawing Lab Work.
Still need revisions though.
A Strategic Approach: GenAI in EducationPeter Windle
Artificial Intelligence (AI) technologies such as Generative AI, Image Generators and Large Language Models have had a dramatic impact on teaching, learning and assessment over the past 18 months. The most immediate threat AI posed was to Academic Integrity with Higher Education Institutes (HEIs) focusing their efforts on combating the use of GenAI in assessment. Guidelines were developed for staff and students, policies put in place too. Innovative educators have forged paths in the use of Generative AI for teaching, learning and assessments leading to pockets of transformation springing up across HEIs, often with little or no top-down guidance, support or direction.
This Gasta posits a strategic approach to integrating AI into HEIs to prepare staff, students and the curriculum for an evolving world and workplace. We will highlight the advantages of working with these technologies beyond the realm of teaching, learning and assessment by considering prompt engineering skills, industry impact, curriculum changes, and the need for staff upskilling. In contrast, not engaging strategically with Generative AI poses risks, including falling behind peers, missed opportunities and failing to ensure our graduates remain employable. The rapid evolution of AI technologies necessitates a proactive and strategic approach if we are to remain relevant.
June 3, 2024 Anti-Semitism Letter Sent to MIT President Kornbluth and MIT Cor...Levi Shapiro
Letter from the Congress of the United States regarding Anti-Semitism sent June 3rd to MIT President Sally Kornbluth, MIT Corp Chair, Mark Gorenberg
Dear Dr. Kornbluth and Mr. Gorenberg,
The US House of Representatives is deeply concerned by ongoing and pervasive acts of antisemitic
harassment and intimidation at the Massachusetts Institute of Technology (MIT). Failing to act decisively to ensure a safe learning environment for all students would be a grave dereliction of your responsibilities as President of MIT and Chair of the MIT Corporation.
This Congress will not stand idly by and allow an environment hostile to Jewish students to persist. The House believes that your institution is in violation of Title VI of the Civil Rights Act, and the inability or
unwillingness to rectify this violation through action requires accountability.
Postsecondary education is a unique opportunity for students to learn and have their ideas and beliefs challenged. However, universities receiving hundreds of millions of federal funds annually have denied
students that opportunity and have been hijacked to become venues for the promotion of terrorism, antisemitic harassment and intimidation, unlawful encampments, and in some cases, assaults and riots.
The House of Representatives will not countenance the use of federal funds to indoctrinate students into hateful, antisemitic, anti-American supporters of terrorism. Investigations into campus antisemitism by the Committee on Education and the Workforce and the Committee on Ways and Means have been expanded into a Congress-wide probe across all relevant jurisdictions to address this national crisis. The undersigned Committees will conduct oversight into the use of federal funds at MIT and its learning environment under authorities granted to each Committee.
• The Committee on Education and the Workforce has been investigating your institution since December 7, 2023. The Committee has broad jurisdiction over postsecondary education, including its compliance with Title VI of the Civil Rights Act, campus safety concerns over disruptions to the learning environment, and the awarding of federal student aid under the Higher Education Act.
• The Committee on Oversight and Accountability is investigating the sources of funding and other support flowing to groups espousing pro-Hamas propaganda and engaged in antisemitic harassment and intimidation of students. The Committee on Oversight and Accountability is the principal oversight committee of the US House of Representatives and has broad authority to investigate “any matter” at “any time” under House Rule X.
• The Committee on Ways and Means has been investigating several universities since November 15, 2023, when the Committee held a hearing entitled From Ivory Towers to Dark Corners: Investigating the Nexus Between Antisemitism, Tax-Exempt Universities, and Terror Financing. The Committee followed the hearing with letters to those institutions on January 10, 202
Exploiting Artificial Intelligence for Empowering Researchers and Faculty, In...Dr. Vinod Kumar Kanvaria
Exploiting Artificial Intelligence for Empowering Researchers and Faculty,
International FDP on Fundamentals of Research in Social Sciences
at Integral University, Lucknow, 06.06.2024
By Dr. Vinod Kumar Kanvaria
How to Make a Field invisible in Odoo 17Celine George
It is possible to hide or invisible some fields in odoo. Commonly using “invisible” attribute in the field definition to invisible the fields. This slide will show how to make a field invisible in odoo 17.
Safalta Digital marketing institute in Noida, provide complete applications that encompass a huge range of virtual advertising and marketing additives, which includes search engine optimization, virtual communication advertising, pay-per-click on marketing, content material advertising, internet analytics, and greater. These university courses are designed for students who possess a comprehensive understanding of virtual marketing strategies and attributes.Safalta Digital Marketing Institute in Noida is a first choice for young individuals or students who are looking to start their careers in the field of digital advertising. The institute gives specialized courses designed and certification.
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Acetabularia Information For Class 9 .docxvaibhavrinwa19
Acetabularia acetabulum is a single-celled green alga that in its vegetative state is morphologically differentiated into a basal rhizoid and an axially elongated stalk, which bears whorls of branching hairs. The single diploid nucleus resides in the rhizoid.
Unit 8 - Information and Communication Technology (Paper I).pdfThiyagu K
This slides describes the basic concepts of ICT, basics of Email, Emerging Technology and Digital Initiatives in Education. This presentations aligns with the UGC Paper I syllabus.
Read| The latest issue of The Challenger is here! We are thrilled to announce that our school paper has qualified for the NATIONAL SCHOOLS PRESS CONFERENCE (NSPC) 2024. Thank you for your unwavering support and trust. Dive into the stories that made us stand out!
2024.06.01 Introducing a competency framework for languag learning materials ...Sandy Millin
http://sandymillin.wordpress.com/iateflwebinar2024
Published classroom materials form the basis of syllabuses, drive teacher professional development, and have a potentially huge influence on learners, teachers and education systems. All teachers also create their own materials, whether a few sentences on a blackboard, a highly-structured fully-realised online course, or anything in between. Despite this, the knowledge and skills needed to create effective language learning materials are rarely part of teacher training, and are mostly learnt by trial and error.
Knowledge and skills frameworks, generally called competency frameworks, for ELT teachers, trainers and managers have existed for a few years now. However, until I created one for my MA dissertation, there wasn’t one drawing together what we need to know and do to be able to effectively produce language learning materials.
This webinar will introduce you to my framework, highlighting the key competencies I identified from my research. It will also show how anybody involved in language teaching (any language, not just English!), teacher training, managing schools or developing language learning materials can benefit from using the framework.
5. Materials
Literature on Blackboard (see Course Material)
Slides on Blackboard (see Course Material)
Additional links
ILPS Frank Nack nack@uva.nl KBMS 5
6. Assignments
Exams
2 exams, each 90 minutes
Project
The overall objective is to design a platform independent knowledge media system
that uses multiple existing location centric API feeds and allows users:
1. to contribute audio, text or photo information to the system based specifically
to their location
2. to retrieve intelligent information from the system about an area based on the
above input
At the end of the course each group has to provide the following deliverables (adjust
to the scenario you work on):
A report of not more than 15 pages that contains:
1. all data generated (logically formatted)
2. an analysis of the data with conclusions
3. a series of static screen designs (UI) that explain how your system works and an
explanation of why this is the 'optimal' solution
4. a machine processable system (architecture, data structures, algorithms) that
incorporates data to produce the output displayed in your UIs
A presentation of 20 minutes about the groups work at the end of the course.
ILPS Frank Nack nack@uva.nl KBMS 6
7. Evaluation, passing and grates
Exams
The exam part counts 30% of the final mark.
Each exam contributes 50% to this part.
Project
The project part counts 70% of the final mark.
The report counts 80% and the presentation 20% for
this part.
You need 55% in total to pass
ILPS Frank Nack nack@uva.nl KBMS 7
8. Time allocation
Approximately 9.5 hours per week (6 ECTS)
2 hours lecture
3 hours practical work
4.5 hours reading
ILPS Frank Nack nack@uva.nl KBMS 8
9. Schedule
Study week Demo,
Intro Part 1 Part 2 and Part 3 Part 4 Part 5 Study week,
Examen 1 Examen 2
Intro 06.09 Intro - Systems
13.09 Intro - Knowledge
Part 1 20.09 Text and Image
27.09 Text and Image - application + Project description
Part 2 04.10 Video
11.10 Video – Application
Part 3 12.10 Audio
Study week 18 - 22. 10
Exam 29.10
08.11 Audio – application + First draft of report
Part 4: 15.11 Biometry
22.11 Biometry – application
Part 5: 29.11 Ambience
06.12 Ambience - application
Presentation 07.12
Study week 13 - 17. 12
Exam 2 22. 12 + Report
ILPS Frank Nack nack@uva.nl KBMS 9
10. Intro – Systems, Senses and Communication
ILPS Frank Nack nack@uva.nl KBMS 10
11. Intro - Systems
Interactive information spaces
mausoleum of information
versus
space of ideas and interaction
ILPS Frank Nack nack@uva.nl KBMS 11
12. Intro - Systems
The responsive room
the real
versus
the virtual
ILPS Frank Nack nack@uva.nl KBMS 12
13. Intro - Systems
The creative system
support
versus
create
ILPS Frank Nack nack@uva.nl KBMS 13
14. Intro - Senses
Vision is the ability of the brain and eye to detect
electromagnetic waves within the visible range (light)
interpreting the image as "sight."
Audition is the sense of sound perception in
response to changes in the pressure exerted by
atmospheric particles within a range of 20 to 22000
Hz.
Tactition is the sense of pressure perception,
generally in the skin.
Equilibrioception is the perception of balance or
acceleration and is mainly related to cavities
containing fluid in the inner ear
Gustation is one of the two main "chemical" senses,
where four well-known receptors on the tongue
detect sweet, salt, sour, and bitter.
Olfaction is the other "chemical" sense. Unlike taste,
there are hundreds of olfactory receptors, each
binding to a particular molecular feature.
ILPS Frank Nack nack@uva.nl KBMS 14
15. Intro - Communication
Organisation and adaptation
(processes)
Consumption Interaction
ILPS Frank Nack nack@uva.nl KBMS 15
16. Communication - Types
Dialogue or verbal communication
A dialogue is a reciprocal conversation between two or more entities.
Nonverbal communication
Nonverbal communication is the process of communicating through sending
and receiving wordless messages.
Examples: gesture, body language or posture, clothing, hairstyles, etc.
Nonverbal elements in speech: voice quality, emotion and speaking style,
rhythm, intonation or stress.
Nonverbal elements in text: handwriting style, spatial arrangement of
words, emoticons.
Visual communication
Visual communication makes use of visual aids.
Examples: typography, drawing, graphic design, illustration, colour, etc.
ILPS Frank Nack nack@uva.nl KBMS 16
17. Communication – exchange of symbols
Communication
• is a process of transferring information from one entity to another
• is sign-mediated interaction between at least two agents
• both agents share a repertoire of signs and semiotic rules.
p c p p c
Reality Description
Sign Repertoires
p = perceive
c = conceive
ILPS
18. The Sign - Saussure
Concept
Mental Perception
of Media
SIGN
beauty
Signifier Signified
ILPS 18
19. The Sign - Peirce
psychological or ontological status?
Interpretant active process
(thought)
SIGN
Representamen Object
(symbol) (referent)
physical or referred to on a particular occasion?
mental entity? typical or ideal representation?
ILPS Frank Nack nack@uva.nl KBMS
19
20. The Sign - Arbitrariness
The Saussurean model supports the notion of
arbitrariness of the sign by proposing the
autonomy of language in relation to reality. Its
emphasis on internal structures within a sign
system assumes that language does not
“reflect” reality but rather constructs it.
Conventional in the Saussurean sense
means that the relationship between the
signifier and the signified dependents on
social and cultural conventions.
ILPS Frank Nack nack@uva.nl KBMS
20
21. Semantics – Index, Icon Symbol (Peirce)
Icon A sign which represents its object
mainly through its similarity with some
properties of the object, based on the
reproduction of perceptual conditions.
Index A sign which represents its object by
an inherent relationship.
Symbol A sign with an arbitrary link to its object
(the representation is based on
convention).
ILPS Frank Nack nack@uva.nl KBMS
22. Different Media – Different Symbols
Text Image Video Audio Tactile
ILPS Frank Nack nack@uva.nl KBMS
23. Intro – summary
The key concepts with respect to modelling in
KBMS are
context
interaction
adaptation
Different media require different modelling
approaches
ILPS Frank Nack nack@uva.nl KBMS 23
24. Intro – References
Valle, A., Lombardo, V., and Vogel, H. (2007). Alternating from 1 to x and vice versa. In Proceedings of the
15th international Conference on Multimedia (ACM MM 07), , pp. 922-931, Augsburg, Germany, September
25 - 29, 2007
The artistic work with robots by Leonel Moura: http://www.leonelmoura.com/
ILPS Frank Nack nack@uva.nl KBMS 24