https://sched.co/JAqk
the type of data: wikipedia. the dangers of learning from wikipedia. how individuals can organize mitigate some of these dangers. wikidata, algorithms.
IBM Watson is using wikipedia by algorythms making sense, AI system
youtube videos debunked of conspiracy theories by using wikipedia.
semantic relatedness, Word2Vec
how does algorithms work: large body of unstructured text. picks specific words
lots of AI learns about the world from wikipedia. the neutral point of view policy. WIkipedia asks editors present as proportionally as possible. Wikipedia biases: 1. gender bias (only 20-30 % are women).
conceptnet. debias along different demographic dimensions.
citations analysis gives also an idea about biases. localness of sources cited in spatial articles. structural biases.
geolocation on Twitter by County. predicting the people living in urban areas. FB wants to push more local news.
danger (biases) #3. wikipedia search results vs wkipedia knowledge panel.
collective action against tech: Reddit, boycott for FB and Instagram.
data labor: what the primary resources this companies have. posts, images, reviews etc.
boycott, data strike (data not being available for algorithms in the future). GDPR in EU – all historical data is like the CA Consumer Privacy Act. One can do data strike without data boycott. general vs homogeneous (group with shared identity) boycott.
the wikipedia SPAM policy is obstructing new editors and that hit communities such as women.
how to access at different levels. methods and methodological concerns. ethical concerns, legal concerns,
tweetdeck for advanced Twitter searches. quoting, likes is relevant, but not enough, sometimes screenshot
engagement option
social listening platforms: crimson hexagon, parsely, sysomos – not yet academic platforms, tools to setup queries and visualization, but difficult to algorythm, the data samples etc. open sources tools (Urbana, Social Media microscope: SMILE (social media intelligence and learning environment) to collect data from twitter, reddit and within the platform they can query Twitter. create trend analysis, sentiment analysis, Voxgov (subscription service: analyzing political social media)
graduate level and faculty research: accessing SM large scale data web scraping & APIs Twitter APIs. Jason script, Python etc. Gnip Firehose API ($) ; Web SCraper Chrome plugin (easy tool, Pyhon and R created); Twint (Twitter scraper)
Facepager (open source) if not Python or R coder. structure and download the data sets.
TAGS archiving google sheets, uses twitter API. anything older 7 days not avaialble, so harvest every week.
social feed manager (GWUniversity) – Justin Litman with Stanford. Install on server but allows much more.
legal concerns: copyright (public info, but not beyond copyrighted). fair use argument is strong, but cannot publish the data. can analyize under fair use. contracts supercede copyright (terms of service/use) licensed data through library.
methods: sampling concerns tufekci, 2014 questions for sm. SM data is a good set for SM, but other fields? not according to her. hashtag studies: self selection bias. twitter as a model organism: over-represnted data in academic studies.
methodological concerns: scope of access – lack of historical data. mechanics of platform and contenxt: retweets are not necessarily endorsements.
ethical concerns. public info – IRB no informed consent. the right to be forgotten. anonymized data is often still traceable.
table discussion: digital humanities, journalism interested, but too narrow. tools are still difficult to find an operate. context of the visuals. how to spread around variety of majors and classes. controversial events more likely to be deleted.
takedowns, lies and corrosion: what is a librarian to do: trolls, takedown,
development kit circulation. familiarity with the Oculus Rift resulted in lesser reservation. Downturn also.
An experience station. clean up free apps.
question: spherical video, video 360.
safety issues: policies? instructional perspective: curating,WI people: user testing. touch controllers more intuitive then xbox controller. Retail Oculus Rift
app Scatchfab. 3modelviewer. obj or sdl file. Medium, Tiltbrush.
College of Liberal Arts at the U has their VR, 3D print set up.
Penn State (Paul, librarian, kiniseology, anatomy programs), Information Science and Technology. immersive experiences lab for video 360.
CALIPHA part of it is xrlibraries. libraries equal education. content provider LifeLiqe STEM library of AR and VR objects. https://www.lifeliqe.com/
libraians, IT staff, IDs. help faculty with course design, primarily online, master courses. Concordia is GROWING, mostly because of online students.
solve issues (putting down fires, such as “gradebook” on BB). Librarians : research and resources experts. Librarians helping with LMS. Broadening definition of Library as support hub.
with Google ramping up sales of its Expeditions Kit, and Facebook giving away 500 free Oculus Rift headsets to schools in Arkansas, the number of teachers using VR tools in U.S. classrooms could jump to more than 15 percent by 2021, predicts Futuresource, a market research firm.
A recent study was done by Children and Virtual Reality, a collaboration between researchers, VR companies, universities and health organizations, found that using VR tools could have significant health impacts on children.
What the researchers found in the third phase of the study, published last October, was that usage of VR headsets could impact a child’s vision, balance and spatial awareness
Unimersiv is in the business of educational experiences — works on both Samsung Gear VR and the Oculus Rift, and takes viewers underwater to explore the Titanic and to one of our closest planets through the “Mars: Curiosity Rover,” app
Discovery VR app. The app works on nearly every single VR platform: Google Daydream, Samsung Gear VR, HTC Vive, Oculus Rift and Google Cardboard viewers using both iOS and Android devices.
p. 5 a LibGuide was created that provided a better description of the available software for both the Microsoft Hololens and the HTC Vive and also discussed potential applications for the technology.
Both the HTC Vive and the Hololens were made bookable through the library’s LibCalendar booking system, streamlining the booking process and creating a better user experience.
When the decision was made to bring virtual and augmented reality into the McGill University Library, an important aspect of this project was to develop a collection of related software to be used alongside the technology. In building this software collection a priority was placed on acquiring software that could be demonstrated as having educational value, or that could potentially be used in relation to, or in support of, university courses.
For the Microsoft Hololens, all software was acquired through Microsoft’s Online Store. The store has a number of educationally relevant HoloLens apps available for purchase. The app ARchitect, for example, gives a basic sense of how augmented reality could be used for viewing new building designs. The app Robotics BIW allows user to simulate robotic functions. A select number of apps, such as Land of the Dinosaurs and Boulevard, provide applications for natural history and art. There were a select number of apps related to science, mathematics and medicine, and others with artistic applications. All of the HoloLens applications were free but, compared to what is available for virtual reality, the experiences were much smaller in size and scope.
For the HoloLens, a generic user account was created and shared with person who booked the HoloLens at the time of their booking. After logging into this account – which could sometimes prove to be a challenge because typing is done using the headset’s gesture controls – the user could select a floating tile which would reveal a list of available software. An unresolved problem was that users would then need to refer to the HoloLens LibGuide for a detailed description of the software, or else choose software based on name alone, and the names were not always helpful.
For the Microsoft HoloLens, the three most popular software programs were Land of the Dinosaurs, Palmyra and Insight Heart. Insight Heart allow users to view and manipulate a 3D rendering of a high-resolution human heart, Land of the Dinosaurs provided an augment reality experience featuring 3D renderings of dinosaurs, and Palmyra gave an augmented reality tour of the ancient city of Palmyra.
p. 7 Though many students had ideas for research projects that could make use of the technology, there was no available software that would have allowed them to use augmented reality in the way they wanted. There were no students interested in developing their own software to be used with the technology either.
p. 8 we found that the Microsoft HoloLens received significant use from our patrons, we would recommend the purchase of one only for libraries serving researchers and developers.
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Getting Real in the Library: A Case Study at the University of Florida
As an alternative, Microsoft offers a Hololens with enterprise options geared toward multiple users for $5000.
The transition from mobile app development to VR/AR technology also reflected the increased investment in VR/AR by some of the largest technology companies in the world. In the past four years, Facebook purchased the virtual reality company Oculus, Apple released the ARKit for developing augmented reality applications on iOS devices, Google developed Google Cardboard as an affordable VR option, and Sony released Playstation VR to accompany their gaming platform, just to name a few notable examples. This increase of VR/AR development was mirrored by a rise in student interest and faculty research in using and creating new VR/AR content at UF.
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Arnhem, J.-P. van, Elliott, C., & Rose, M. (2018). Augmented and Virtual Reality in Libraries. Rowman & Littlefield.
Hammady, R., & Ma, M. (2018). Designing Spatial UI as a Solution of the Narrow FOV of Microsoft HoloLens: Prototype of Virtual Museum Guide. In Proceedings of the 4th International AR & VR Conference 2018. Springer. Retrieved from https://eprints.staffs.ac.uk/4799/
‘HoloMuse’ that engage users with archaeological artefacts through gesture-based interactions (Pollalis, Fahnbulleh, Tynes, & Shaer, 2017). Another research utilised HoloLens to provide in-situ assistant for users (Blattgerste, Strenge, Renner, Pfeiffer, & Essig, 2017). HoloLens also used to provide magnification for low vision users by complementary finger-worn camera alongside with the HMD (Stearns, DeSouza, Yin, Findlater, & Froehlich, 2017). Even in the medical applications, HoloLens contributed in 3D visualisation purposes using AR techniques (Syed, Zakaria, & Lozanoff, 2017) and provide optimised measurements in medical surgeries(Pratt et al., 2018) (Adabi et al., 2017). Application of HoloLens extended to visualise prototype designs (DeLaOsa, 2017) and showed its potential in gaming industry (Volpe, 2015) (Alvarez, 2015) and engaging cultural visitors with gaming activities (Raptis, Fidas, & Avouris, 2017).
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van Arnhem, J.-P., & Spiller, J. M. (2014). Augmented Reality for Discovery and Instruction. Journal of Web Librarianship, 8(2), 214–230. https://doi.org/10.1080/19322909.2014.904208
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Evaluating the Microsoft HoloLens through an augmented reality assembly application
To assess the HoloLens’ potential for delivering AR assembly instructions, the cross-platform Unity 3D game engine was used to build a proof of concept application. Features focused upon when building the prototype were: user interfaces, dynamic 3D assembly instructions, and spatially registered content placement. The research showed that while the HoloLens is a promising system, there are still areas that require improvement, such as tracking accuracy, before the device is ready for deployment in a factory assembly setting.
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Pollalis, C., Fahnbulleh, W., Tynes, J., & Shaer, O. (2017). HoloMuse: Enhancing Engagement with Archaeological Artifacts Through Gesture-Based Interaction with Holograms. In Proceedings of the Eleventh International Conference on Tangible, Embedded, and Embodied Interaction (pp. 565–570). New York, NY, USA: ACM. https://doi.org/10.1145/3024969.3025094
Gračanin, D., Ciambrone, A., Tasooji, R., & Handosa, M. (2017). Mixed Library — Bridging Real and Virtual Libraries. In S. Lackey & J. Chen (Eds.), Virtual, Augmented and Mixed Reality (pp. 227–238). Springer International Publishing.
We use Microsoft HoloLens device to augment the user’s experience in the real library and to provide a rich set of affordances for embodied and social interactions.We describe a mixed reality based system, a prototype mixed library, that provides a variety of affordances to support embodied interactions and improve the user experience.
Computer science as an engineering discipline has been spectacularly successful. Yet it is also a philosophical enterprise in the way it represents the world and creates and manipulates models of reality, people, and action. In this book, Paul Dourish addresses the philosophical bases of human-computer interaction. He looks at how what he calls “embodied interaction”—an approach to interacting with software systems that emphasizes skilled, engaged practice rather than disembodied rationality—reflects the phenomenological approaches of Martin Heidegger, Ludwig Wittgenstein, and other twentieth-century philosophers. The phenomenological tradition emphasizes the primacy of natural practice over abstract cognition in everyday activity. Dourish shows how this perspective can shed light on the foundational underpinnings of current research on embodied interaction. He looks in particular at how tangible and social approaches to interaction are related, how they can be used to analyze and understand embodied interaction, and how they could affect the design of future interactive systems.
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Pollalis, C., Fahnbulleh, W., Tynes, J., & Shaer, O. (2017). HoloMuse: Enhancing Engagement with Archaeological Artifacts Through Gesture-Based Interaction with Holograms. In Proceedings of the Eleventh International Conference on Tangible, Embedded, and Embodied Interaction (pp. 565–570). New York, NY, USA: ACM. https://doi.org/10.1145/3024969.3025094
HoloMuse, an AR application for the HoloLens wearable device, which allows users to actively engage with archaeological artifacts from a museum collection
pick up, rotate, scale, and alter a hologram of an original archeological artifact using in-air gestures. Users can also curate their own exhibit or customize an existing one by selecting artifacts from a virtual gallery and placing them within the physical world so that they are viewable only using the device. We intend to study the impact of HoloMuse on learning and engagement with college-level art history and archeology students.
At WMU, the Libraries is partnering with our central OIT to host a VR lab in the main library. My partnering co-director, Kevin, is really the subject matter expert but I’m managing a lot of the day-to-day operations. Kevin is programming and experimenting with all kinds of hardware but we decided to use Oculus Rifts in our lab primarily because of the greater durability of the hand controllers (compared especially to the Vive). We’re getting all of our games through the Oculus store and have plans to expand into Steam or another provider but haven’t done so yet. We currently have 40+ titles available for gaming and educational purposes. We also teach content creation using Unity, Maya, Blender, and a handful of other tools.
While it may take time to do this reflection, it can have many important benefits: 1) research shows that reflecting on experiences creates an environment in which insights and creativity can flourish; 2) taking a moment to consider the positive experiences (and to learn from the challenging ones) generates positive emotions which can benefit everyone during highly stressful moments in the semester; and 3) your experiences in narrative form provide insights to the committee beyond what is possible through surveys. This helps us to tailor the program in the future.
Here are a few questions/topics you should consider in your reflection:
How well is the program working for you so far?
I was not able to collaborate last year, but this year it has been perfect match with my ID2ID buddy Aura Lippincott. It is just marvelous to work with same-minded and driven person
What have you accomplished so far?
We are well underway with one of our two projects – the VRrelax one the project each of us is teaming up with faculty and staff from our universities. We plan to roll out the test at the end of this month (October), do the research in November and compare notes and results in December. The project aims to establish if VR delivered by Oculus Go may have positive impact on stress reduction for students.
Our second project, the Open Learning one is also gathering speed; we intend to have a research topic determined by the end of the month, while we are gathering resources at the time being.
What else do you need to do? Describe the progress you have made toward meeting your program goals.
What obstacles have you faced that you did not anticipate?
I have difficulty to pinpoint obstacles, because with a determined ID2ID partner and team members, all obstacles start to seem minuscules. We had discussions about the video content of the VR session, or the frequency of the testing and some of these issues is impossible to reconcile for two teams on different campuses, but again, they do not seem crucial when the team is driven by conviction to finish the research
What are your plans for working through them? What are your plans for the rest of the program? Many of you may have chosen to focus on one or more of the ELI Key Issues. If so, briefly summarize and reflect upon your discussions of these key issues.
I see our work falling neatly under: digital and information literacy. The work through ID2ID seems as a intake of fresh air, since digital and information literacy is not considered in the stagnant 90-ish interpretation, as myopically imposed in the library where i work. Our project aims to assert digital literacy as understood by Educause.
To some degree, our work also falls under the ELI issue of “learning space design.” While we advocate for virtual learning spaces, as well as under the ELI issue “academic transformation and faculty development.” Both XR and open learning are ambitious trends, which inadvertently can meet resistance with their novelty and lack of track in former traditional methods of teaching and learning.
Hahn, J. (2018). Virtual reality learning environments | Development of multi-user reference support experiences | Information and Learning Science | Ahead of Print. EmeraldInsight. Retrieved from https://www.emeraldinsight.com/eprint/AU2Q4SJGYQG5YTQ5A9RU/full
case study: an undergraduate senior projects computer science course collaboration whose aim was to develop textual browsing experiences, among other library reference functionality, within the HTC Vive virtual reality (VR) headset. In this case study, readers are introduced to applied uses of VR in service to library-based learning through the research and development of a VR reading room app with multi-user support. Within the VR reading room prototype, users are able to collaboratively explore the digital collections of HathiTrust, highlight text for further searching and discovery and receive consultative research support from a reference specialist through VR.
Library staff met with the project team weekly over the 16 weeks of both semesters to first scope out the functionality of the system and vet requirements.
The library research team further hypothesized that incorporating reference-like support in the VR environment can support library learning. There is ample evidence in the library literature which underscores the importance of reference interactions as learning and instructional experiences for university students
Educational benefits to immersive worlds include offering a deeper presence in engagement with rare or non-accessible artifacts. Sequeira and Morgado (2013, p. 2) describe their Virtual Archeology project as using “a blend of techniques and methods employed by historians and archaeologists using computer models for visualizing cultural artefacts and heritage sites”.
The higher-end graphics cards include devices such as the NVIDIA GeForceTM GTX 1060 or AMD RadeonTM RX 480, equivalent or better. The desktop system that was built for this project used the GeForce GTX 1070, which was slightly above the required minimum specifications.
Collaboration: Library as client.
Specific to this course collaboration, computer science students in their final year of study are given the option of several client projects on which to work. The Undergraduate Library has been a collaborator with senior computer science course projects for several years, beginning in 2012-2013 with mobile application design and chat reference software re-engineering (Hahn, 2015). (My note: Mark Gill, this is where and how Mehdi Mekni, you and I can collaborate)
The hurdles the students had the most trouble with was code integration – e.g. combining various individual software parts towards the end of the semester. The students also were challenged by the public HathiTrust APIs, as the system was developed to call the HathiTrust APIs from within the Unity programming environment and developing API calls in C#. This was a novel use of the HathiTrust search APIs for the students and a new area for the research team as well.
There are alternatives to Unity C# programming, notably WebVR, an open source specification for VR programming on the open web.
A-Frame has seen maturation as a platform agnostic and device agnostic software programming environment. The WebVR webpage notes that the specification supports HTC Vive, Oculus Rift, Samsung Gear VR, Google Daydream and Google Cardboard (WebVR Rocks, 2018). Open web platforms are consistent with library values and educational goals of sharing work that can be foundational in implementing VR learning experience both in VR environments and shareable on the web, too.
Overview of the programmatic standards for general and special education, how these standards are integrated in special education curriculum, and e-portfolio requirements for documenting acquisition of the above standards.
Gaming and Gamification.
why Gaming and Gamification? Vygotsky and ZPD (immersive storytelling is a form of creative play)
from: https://cpb-us-e1.wpmucdn.com/blog.stcloudstate.edu/dist/d/10/files/2015/03/Gaming-and-Gamification-in-academic-and-library-settings-final-draft-1digudu.pdf
play >>> games >>> serious games >>> Game Based learning >>>>+ Digital Game Based learning
“Games are type of cooperative learning. Games embody the essence of constructivism, which for students/gamers means constructing their own knowledge while they interact (learn cooperatively). Learning can happen without games, yet games accelerate the process. Games engage. Games, specifically digital ones, relate to the digital natives, those born after 1976 – 80, who are also known as Generation Y, or Millennials”
is it generational? Is it a fad? is it counter-pedagogical?
what is the difference between GBL (Game Based Learning) and DGBL (Digital GBL): share examples, opinions. Is one better / preferable then the other? Why?
Kahoot game (Yahoo): https://play.kahoot.it/#/k/1412b52c-da28-4507-b658-7dfeedf0864c
hands-on assignment (10 min): split in groups and discuss your experience with games; identify your preferable mode (e.g. GBL vs DGBL) and draft a short plan of transitioning your current curricula to a curricula incorporating games.
What is gamification? Why gamification, if we have games? “Gamification takes game elements (such as points, badges, leaderboards, competition, achievements) and applies them to a non – game setting. It has the potential to turn routine, mundane tasks into refreshing, motivating experiences ”
hands-on assignment (10 min): split in groups and use your electronic devices: smartphones, tablets, laptops to experience any of the following gamification tools:
how to access at different levels. methods and methodological concerns. ethical concerns, legal concerns,
Leah Root
embed library resources.