This is a digital version of a paper poster... This is about the challenge to using data in an applied way to improve online teaching and learning...from both single data points and combined information.
Leveraging digital technologies to advance the potential of peer review pedag...annshiversmcnair
Ann Shivers-McNair
@a_shiversmcnair
Presentation at the 2015 Computer Connection at the Conference on College Composition and Communication
In this talk I discussed how a digital platform shaped my approach to classroom peer review.
Building research student communities: is there a role for library and learni...Jo Webb
Slides from a symposium exploring the role and experiences of librarians and learning developers in building communities of practice for researchers.Uses two case studies from De Montfort University (Leicester, UK) onexperiences of building a virtual CoP (wiki-based) and a face-to-face writing group.
Symposium was led by Katie Fraser (now University of Leicester), and content contributed by Melanie Petch and Jo Webb (both De Montfort University).
Presentation at New England Library Instruction Group, 12/5/08, describing collaboration between UMass Amherst Libraries and Writing Program to deliver information literacy instruction to first-year university students.
Leveraging digital technologies to advance the potential of peer review pedag...annshiversmcnair
Ann Shivers-McNair
@a_shiversmcnair
Presentation at the 2015 Computer Connection at the Conference on College Composition and Communication
In this talk I discussed how a digital platform shaped my approach to classroom peer review.
Building research student communities: is there a role for library and learni...Jo Webb
Slides from a symposium exploring the role and experiences of librarians and learning developers in building communities of practice for researchers.Uses two case studies from De Montfort University (Leicester, UK) onexperiences of building a virtual CoP (wiki-based) and a face-to-face writing group.
Symposium was led by Katie Fraser (now University of Leicester), and content contributed by Melanie Petch and Jo Webb (both De Montfort University).
Presentation at New England Library Instruction Group, 12/5/08, describing collaboration between UMass Amherst Libraries and Writing Program to deliver information literacy instruction to first-year university students.
Presentation of the OUSocial prototype tool to the OUSocMed conference at the Open University. October 2017 (http://oro.open.ac.uk/40883/1/ousocial2-demo.pdf) Associated publication
BC DL Conference 2010 - Teacher Education and Virtual SchoolingMichael Barbour
Barbour, M. K. (2010, April). Teacher education and virtual schooling. A presentation at the British Columbia Partners in Online Learning Conference, http://knowevents.ca
Faculty Development for Highly Effective (Online) Programs
Stephen C. Ehrmann, Ph.D.
Associate Dir., Research & Evaluation
Ctr. For Academic Innovation
Talk at New England Association of Graduate Schools, April 17, 2015
Where’s the Librarian? Expanding Beyond the Library Through Research & Techno...Elizabeth Dolinger
ACRL NEC 2015
Where’s the Librarian? Expanding Beyond the Library Through Research & Technology Peer Fellows
Elizabeth Dolinger (Keene State College), Irene McGarrity (Keene State College), Danielle Hoadley (Keene State College), Matthew McDougal (Keene State College)
Questioning the value and sustainability of librarian led research instruction sessions, as well as the librarian staffed reference desk, two librarians spear-headed the development of a student peer mentor training program to improve integration of information literacy across the curriculum and provide research and technology assistance at the library’s new student staffed Information Desk. During this session, student Research & Technology Fellows will share their experiences participating in the program and two librarians will share their experiences developing and managing the program through a self-paced, blended model of online modules in the Canvas course management system and face-to-face trainings
Elaine Beans presentation 'Bridging the gap between 2nd and 3rd level education' from #asl2015 'Inside out library: collaboration, inspiration, transformation' delivered February 27 2015
Liberal Education & America's Promise (LEAP) Initiative's Impact on Informati...Elizabeth Dolinger
Presented at ACRL National Conference in Indianapolis Indiana April 11, 2013. Research on the impact of the AAC&U's LEAP initiative on Information Literacy Programs in higher education.
Shedding Light on District Efficiency: Survey Results from Tech & Learning Ma...itslearning, inc.
How many logins are teachers, parents, and students using every day? What tools and processes are in place for developing and managing curriculum? How effectively are pedagogical principles like UDL and Personalized Learning being implemented? What is the teacher turnover rate? Answers to these questions and more from the Tech & Learning survey on district efficiency.
This was a presentation I gave to administrators and instructors at UIC College of Liberal Arts and Sciences, as they debated putting more courses online.
Presentation of the OUSocial prototype tool to the OUSocMed conference at the Open University. October 2017 (http://oro.open.ac.uk/40883/1/ousocial2-demo.pdf) Associated publication
BC DL Conference 2010 - Teacher Education and Virtual SchoolingMichael Barbour
Barbour, M. K. (2010, April). Teacher education and virtual schooling. A presentation at the British Columbia Partners in Online Learning Conference, http://knowevents.ca
Faculty Development for Highly Effective (Online) Programs
Stephen C. Ehrmann, Ph.D.
Associate Dir., Research & Evaluation
Ctr. For Academic Innovation
Talk at New England Association of Graduate Schools, April 17, 2015
Where’s the Librarian? Expanding Beyond the Library Through Research & Techno...Elizabeth Dolinger
ACRL NEC 2015
Where’s the Librarian? Expanding Beyond the Library Through Research & Technology Peer Fellows
Elizabeth Dolinger (Keene State College), Irene McGarrity (Keene State College), Danielle Hoadley (Keene State College), Matthew McDougal (Keene State College)
Questioning the value and sustainability of librarian led research instruction sessions, as well as the librarian staffed reference desk, two librarians spear-headed the development of a student peer mentor training program to improve integration of information literacy across the curriculum and provide research and technology assistance at the library’s new student staffed Information Desk. During this session, student Research & Technology Fellows will share their experiences participating in the program and two librarians will share their experiences developing and managing the program through a self-paced, blended model of online modules in the Canvas course management system and face-to-face trainings
Elaine Beans presentation 'Bridging the gap between 2nd and 3rd level education' from #asl2015 'Inside out library: collaboration, inspiration, transformation' delivered February 27 2015
Liberal Education & America's Promise (LEAP) Initiative's Impact on Informati...Elizabeth Dolinger
Presented at ACRL National Conference in Indianapolis Indiana April 11, 2013. Research on the impact of the AAC&U's LEAP initiative on Information Literacy Programs in higher education.
Shedding Light on District Efficiency: Survey Results from Tech & Learning Ma...itslearning, inc.
How many logins are teachers, parents, and students using every day? What tools and processes are in place for developing and managing curriculum? How effectively are pedagogical principles like UDL and Personalized Learning being implemented? What is the teacher turnover rate? Answers to these questions and more from the Tech & Learning survey on district efficiency.
This was a presentation I gave to administrators and instructors at UIC College of Liberal Arts and Sciences, as they debated putting more courses online.
A day-long workshop conducted with the faculty of Wheelock College on June 27, 2014
Companion website is located at
https://northeastern.digication.com/blened_learning_workshop
Current academic structures do not foster lifelong learning dispositions. For the last 19 years and through 115+ iterative design cycles, we’ve broken with past precedent to build 8 interacting systems—content, instruction, assessment, Sustainable OER, literacy, hands-on laboratory work, digital technologies, and PD—that re-engineer formal science class to support natural neural development for learners aged 13-20. This hands-on workshop explores the rule-breaking designs of all 8 systems.
Challenges faced by administrators, faculty and learners in E-LearningRamesh C. Sharma
This is of interest to educators, administrators, students, and community members who value the importance of integrating technology into the curriculum to improve instruction and learning. Online learning involves various skills on the part of the instructor and learner. These include social and communication skills, social networking, independent learning strategies, critical and higher order thinking skills, creativity, and effective online and face-to-face facilitation. In addition, there are may challenges that the educators, administrators, students, and community members face. (..CO11)
Using Smart Technology to Increase Course Offerings in World LanguagesRebecca Davis
Low enrollment in world language courses can prevent a college from offering a breadth of languages and depth in any single language. To help overcome this challenge, five independent colleges in Texas are using high-definition videoconferences, thereby hoping to preserve the “high touch” element that is a hallmark of education in a liberal arts college. These institutions are working with the National Institute for Technology in Liberal Education (NITLE) to explore important research and implementation issues across academic, logistical, technological, financial, and curricular dimensions. CAOs from two of the participating campuses will describe their responses to these issues and how shared programming has surmounted many obstacles to maintaining strong world language departments.
Education in the Year 2025 -- from NSBA's 2014 ConferenceKatherine Prince
This presentation from my meet the expert session at the National School Board Association's 2014 Conference explores what the emergence of a vibrant and adaptive learning ecosystem might mean for the ways in which school boards operate schools, how teachers teach, and how school leaders interact with their communities
Next Practices for OER Quality Evaluation | Lisa Petrideslpetrides
Keynote at the Learning Analytics and Knowledge conference (LAK 2013), Leuven, Belgium - for the Learning Object Analytics for Collections, Repositories & Federations workshop, by Lisa Petrides, entitled "Next Practices for OER Quality Evaluation: Using Analytics to Support Continuous Improvement"
Designing in the open: Examining the experiences of course developers & facultyBCcampus
Presented by Jo Axe, Keither Webster and Elizabeth Childs
From the Education by Design: ETUG Spring Jam!, on June 1 & 2, 2017 at UBC Okanagan, in Kelowna, B.C.
Long nonfiction chapters are not in-style and may never have been. Where average chapter lengths of nonfiction book chapters are about 4,000 – 7,000 words in length, some may be several times that max range number. The explanation is that there is some irreducible complexity that that chapter addresses that cannot be addressed in shorter form. This slideshow explores some methods for writing longer chapters while still maintaining coherence, focus, and reader interest…and while using some technological tools to write and edit more efficiently.
Overcoming Reluctance to Pursuing Grant Funds in AcademiaShalin Hai-Jew
Starting as an organization’s new grant writer can be a challenge, especially in a case where there has been a time lapse since the last one left. People get out of the habit of pursuing grant funds. This slideshow addresses some of the reasons for such reluctance and proposes some ways to mitigate these.
Writing grants is one common way that those in institutions of higher education may acquire some funds—small and big, one-off and continuing—to conduct research, hire faculty and researchers and learners and others, update equipment, update or build up new buildings, and achieve other work. This slideshow explores some aspects of the work of grant writing in the present moment in higher education.
Contrasting My Beginner Folk Art vs. Machine Co-Created Folk Art with an Art-...Shalin Hai-Jew
The SARS-CoV-2 pandemic inspired several years of experimentation with common or folk art, involving mixed media, alcohol ink painting, and other explorations. Then, with the emergence of art-making generative AIs, there were further experiments, particularly with one that enables generation of visuals from scanned art and photos, text prompts, style overlays, and text-based visual modifiers. While both types of artmaking are emotionally satisfying and helpful for stress management, there are some contrasting differences. This exploratory slideshow explores some of these differences in order to partially shed light on the informal usage of an art-making generative AI (artificial intelligence).
Creating Seeding Visuals to Prompt Art-Making Generative AIsShalin Hai-Jew
Art-making generative AIs have come to the fore. A basic work pipeline typically involves starting with text prompts -> generated images. That image may be used to seed further iterations. Deep Dream Generator (DDG) enables the application of “modifiers” of various types (artist styles, visual adjectives, others) to be applied in addition to the text prompt.
Another approach involves beginning with a “seeding image,” a born-digital or digitized (born-analog) visual on which AI-generated art may be based for a multi-channel and multi-modal prompt. This slideshow provides some observations of how to think about seeding images, particularly in terms of how the DDG handles them, with its “algorithmic pareidolia” (“Deep Dream,” Wikipedia, July 3, 2023).
Human art-making is often about throwing mass-scale conversations. Artists are thought to help bridge humanity into the future. Whether generative AI art enables this or not is still not clear.
Common Neophyte Academic Book Manuscript Reviewer MistakesShalin Hai-Jew
The work of academic book reviewing, as a volunteer (most often), is a common academic practice. The presenter has served as a neophyte one for some years before settling into this invited volunteer work for several decades. There have been lessons learned over time about avoidable mistakes…from both experience and observation.
Fashioning Text (and Image) Prompts for the CrAIyon Art-Making Generative AIShalin Hai-Jew
CrAIyon (formerly DALL-E after Salvador “Dali”) is a web-facing art-making generative AI tool online (https://www.craiyon.com/) that enables the uses of text (and image) prompts for the creation of watermarked, lightweight visuals. Counterintuitively, the rough visuals are much more usable for recombinations and remixes and recreations into usable digital visuals for various digital learning objects. The textual prompts are not particularly intuitive because of how the generative AI program was trained on mass-scale visuals). There is an art and occasional indirection to working prompts after each try, with the resulting nine-image proof sheets that CrAIyon outputs. The tool can be used iteratively for different outputs.
The tool sometimes turns out serendipitous surprises, including an occasional work so refined that it can be used / shared almost unedited. One challenge in using CrAIyon comes from their request for credit (for all non-subscribers to their service). Another comes from the visual watermarking (orange crayon at the bottom right of the image). However, this tool is quite useful for practical applications if one is willing to engage deep digital image editing (Adobe Photoshop, Adobe Illustrator).
Augmented Reality in Multi-Dimensionality: Design for Space, Motion, Multiple...Shalin Hai-Jew
Augmented reality (AR)—the use of digital overlays over physical space—manifests in a wide range of spaces (indoor, outdoor; virtual) and ways (in real space (with unaided human vision); in head gear; in smart glasses; on mobile devices, and others). There are various authoring technologies that enable the making of AR experiences for various users. This work uses a particular tool (Adobe Aero®) to explore ways to build AR for multiple dimensions, including the fourth dimension (motion, changes over time).
Based on the respective purposes of the AR experience, some basic heuristics are captured for
space design (1),
motion design (2),
multiple perception design (sight, smell, taste, sound, touch) (3),
and virtual- and tangible- interactivity (4).
Some Ways to Conduct SoTL Research in Augmented Reality (AR) for Teaching and...Shalin Hai-Jew
One of the extant questions about augmented reality (AR) is how (in)effective it is for the teaching and learning in various formal, nonformal, and informal contexts. The research literature shows mixed findings, which are often highly context-based (and not generalizable). There are some non-trivial costs to the design/development/deployment of AR for teaching and learning. For the users, there is cognitive load on the working memory [(1) extraneous/poor design, (2) intrinsic/inherent difficulty in topic, and (3) germane/forming schemas]. For teachers, there are additional knowledge, skills, and abilities / attitudes (KSAs) that need to be brought to bear.
Exploring the Deep Dream Generator (an Art-Making Generative AI) Shalin Hai-Jew
The Deep Dream Generator was created by Google engineer Alexander Mordvintsev in 2014. It has a public facing instance at https://deepdreamgenerator.com/, which enables people to use text prompts and image prompts (individually or in combination) to inspire the art-generating generative AI to output images. This work highlights some process-based walk-throughs of the tool, some practical uses, some lightweight art learning, some aspects of the online social community on this platform, and other insights. Some works by the AI prompted by the presenter may be seen here: https://deepdreamgenerator.com/u/sjjalinn.
(This is the first draft of a slideshow that will be used in a conference later in the year.)
Augmented Reality for Learning and AccessibilityShalin Hai-Jew
Recently, the presenter conducted a systematic review of the academic literature and an environmental scan to learn how to set up an augmented reality (AR) shop at an institution of higher education. The ambition was to not only set up AR in an accessible and legal way but also be able to test for potential +/- effects of AR on teaching and learning. The research did not go past the review stage, because of a lack of funding, but some insights about accessibility in AR were acquired.
(The visuals are from Deep Dream Generator and CrAIyon.)
Engaging Pixabay as an open-source contributor to hone digital image editing,...Shalin Hai-Jew
This slideshow describes the author's early experiences with creating two accounts on Pixabay in order to advance digital editing skills in multimedia. The two accounts are located at https://pixabay.com/users/sjjalinn-28605710/ and https://pixabay.com/users/wavegenerics-29440244/ ...
This work explores four main spaces where researchers publish about educational technology: academic-commercial, open-access, open-source, and self-publishing.
Human-Machine Collaboration: Using art-making AI (CrAIyon) as cited work, o...Shalin Hai-Jew
It is early days for generative art AIs. What are some ways to use these to complement one's work while staying legal (legal-ish)?
Correction: .webp is a raster format
Getting Started with Augmented Reality (AR) in Online Teaching and Learning i...Shalin Hai-Jew
University creative shops are exploring whether they can get into the game of producing AR-enhanced experiences: campus tours, interactive gaming, virtual laboratories, exploratory art spaces, simulations, design labs, online / offline / blended teaching and learning modules, and other AR applications.
This work offers a basic environmental scan of the AR space for online teaching and learning, and it includes pedagogical design leads from the current research, technological knowhow, hands-on design / development / deployment of learning objects, and online teaching and learning methods.
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Data and AI
Round table discussion of vector databases, unstructured data, ai, big data, real-time, robots and Milvus.
A lively discussion with NJ Gen AI Meetup Lead, Prasad and Procure.FYI's Co-Found
Unleashing the Power of Data_ Choosing a Trusted Analytics Platform.pdfEnterprise Wired
In this guide, we'll explore the key considerations and features to look for when choosing a Trusted analytics platform that meets your organization's needs and delivers actionable intelligence you can trust.
Techniques to optimize the pagerank algorithm usually fall in two categories. One is to try reducing the work per iteration, and the other is to try reducing the number of iterations. These goals are often at odds with one another. Skipping computation on vertices which have already converged has the potential to save iteration time. Skipping in-identical vertices, with the same in-links, helps reduce duplicate computations and thus could help reduce iteration time. Road networks often have chains which can be short-circuited before pagerank computation to improve performance. Final ranks of chain nodes can be easily calculated. This could reduce both the iteration time, and the number of iterations. If a graph has no dangling nodes, pagerank of each strongly connected component can be computed in topological order. This could help reduce the iteration time, no. of iterations, and also enable multi-iteration concurrency in pagerank computation. The combination of all of the above methods is the STICD algorithm. [sticd] For dynamic graphs, unchanged components whose ranks are unaffected can be skipped altogether.
ViewShift: Hassle-free Dynamic Policy Enforcement for Every Data LakeWalaa Eldin Moustafa
Dynamic policy enforcement is becoming an increasingly important topic in today’s world where data privacy and compliance is a top priority for companies, individuals, and regulators alike. In these slides, we discuss how LinkedIn implements a powerful dynamic policy enforcement engine, called ViewShift, and integrates it within its data lake. We show the query engine architecture and how catalog implementations can automatically route table resolutions to compliance-enforcing SQL views. Such views have a set of very interesting properties: (1) They are auto-generated from declarative data annotations. (2) They respect user-level consent and preferences (3) They are context-aware, encoding a different set of transformations for different use cases (4) They are portable; while the SQL logic is only implemented in one SQL dialect, it is accessible in all engines.
#SQL #Views #Privacy #Compliance #DataLake
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...Subhajit Sahu
Abstract — Levelwise PageRank is an alternative method of PageRank computation which decomposes the input graph into a directed acyclic block-graph of strongly connected components, and processes them in topological order, one level at a time. This enables calculation for ranks in a distributed fashion without per-iteration communication, unlike the standard method where all vertices are processed in each iteration. It however comes with a precondition of the absence of dead ends in the input graph. Here, the native non-distributed performance of Levelwise PageRank was compared against Monolithic PageRank on a CPU as well as a GPU. To ensure a fair comparison, Monolithic PageRank was also performed on a graph where vertices were split by components. Results indicate that Levelwise PageRank is about as fast as Monolithic PageRank on the CPU, but quite a bit slower on the GPU. Slowdown on the GPU is likely caused by a large submission of small workloads, and expected to be non-issue when the computation is performed on massive graphs.
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Data and AI
Discussion on Vector Databases, Unstructured Data and AI
https://www.meetup.com/unstructured-data-meetup-new-york/
This meetup is for people working in unstructured data. Speakers will come present about related topics such as vector databases, LLMs, and managing data at scale. The intended audience of this group includes roles like machine learning engineers, data scientists, data engineers, software engineers, and PMs.This meetup was formerly Milvus Meetup, and is sponsored by Zilliz maintainers of Milvus.
Global Situational Awareness of A.I. and where its headedvikram sood
You can see the future first in San Francisco.
Over the past year, the talk of the town has shifted from $10 billion compute clusters to $100 billion clusters to trillion-dollar clusters. Every six months another zero is added to the boardroom plans. Behind the scenes, there’s a fierce scramble to secure every power contract still available for the rest of the decade, every voltage transformer that can possibly be procured. American big business is gearing up to pour trillions of dollars into a long-unseen mobilization of American industrial might. By the end of the decade, American electricity production will have grown tens of percent; from the shale fields of Pennsylvania to the solar farms of Nevada, hundreds of millions of GPUs will hum.
The AGI race has begun. We are building machines that can think and reason. By 2025/26, these machines will outpace college graduates. By the end of the decade, they will be smarter than you or I; we will have superintelligence, in the true sense of the word. Along the way, national security forces not seen in half a century will be un-leashed, and before long, The Project will be on. If we’re lucky, we’ll be in an all-out race with the CCP; if we’re unlucky, an all-out war.
Everyone is now talking about AI, but few have the faintest glimmer of what is about to hit them. Nvidia analysts still think 2024 might be close to the peak. Mainstream pundits are stuck on the wilful blindness of “it’s just predicting the next word”. They see only hype and business-as-usual; at most they entertain another internet-scale technological change.
Before long, the world will wake up. But right now, there are perhaps a few hundred people, most of them in San Francisco and the AI labs, that have situational awareness. Through whatever peculiar forces of fate, I have found myself amongst them. A few years ago, these people were derided as crazy—but they trusted the trendlines, which allowed them to correctly predict the AI advances of the past few years. Whether these people are also right about the next few years remains to be seen. But these are very smart people—the smartest people I have ever met—and they are the ones building this technology. Perhaps they will be an odd footnote in history, or perhaps they will go down in history like Szilard and Oppenheimer and Teller. If they are seeing the future even close to correctly, we are in for a wild ride.
Let me tell you what we see.
The Building Blocks of QuestDB, a Time Series Databasejavier ramirez
Talk Delivered at Valencia Codes Meetup 2024-06.
Traditionally, databases have treated timestamps just as another data type. However, when performing real-time analytics, timestamps should be first class citizens and we need rich time semantics to get the most out of our data. We also need to deal with ever growing datasets while keeping performant, which is as fun as it sounds.
It is no wonder time-series databases are now more popular than ever before. Join me in this session to learn about the internal architecture and building blocks of QuestDB, an open source time-series database designed for speed. We will also review a history of some of the changes we have gone over the past two years to deal with late and unordered data, non-blocking writes, read-replicas, or faster batch ingestion.
The Building Blocks of QuestDB, a Time Series Database
Poster: Using Large-Scale LMS Data Portal Data to Improve Teaching and Learning at K-State
1. Dr. Shalin Hai-Jew
iTAC, Kansas State University
International Symposium on Innovative Teaching and
Learning and its Application to Different Disciplines
Print / Digital Poster Session
September 26 – 27, 2017
• Wiki Pages: What are “course” vs. “group” wiki pages,
and how are these employed to enhance teaching?
Learning?
https://www.slideshare.net/ShalinHaiJew/using-largescale-lms-data-portal-data-to-improve-teaching-and-learning-at-kstate
…and others…
Using Large-Scale LMS Data Portal Data
to Improve
Teaching and Learning
at K-State
An LMS data portal contains select data about the
instance of the learning management system (in
this case, K-State Online, powered by Instructure’s
Canvas LMS).
• Course Availability Dates: How early prior to the start-
of-term are online courses available, and should more of
them be available sooner for learner orientation and
priming?
• Sections: What are use cases for restricted section
access based on defined dates? How important is it for
learners to select their own sections (via self-
enrollment) in respective learning sequences?
• Assignments: Ungraded assignments are used for
formative assessments to support learning. Should
these be used more often?
• Media creation assignments require higher-level and
collaborative skills of learners. Should these be
assigned more often?
• What time design elements should be applied to
online learning assignments, and which are most
effective in which contexts?
• Learner submissions may be human_graded or
auto_graded or not_graded: Which approach is the
most effective and in which learning contexts? How
many attempts are usually made on multi-attempt
assignments? Why?
• Quizzes: What is the average value of a quiz? What do
learners have to do for the earned grades?
• Grading: How quickly are grades assigned, and how
information-rich are the feedback types?
• Discussion Boards: What are the workflow states of
discussion boards, and which types (active or undefined)
are the most effective for teaching and learning?
• Language and Labeling: Is the language used in
assignments, in conversations (in-LMS emails), and other
spaces the right language to use for the teaching and
learning context?