mooc – Data Science, Data Analytics and Machine Learning Consulting in Koblenz Germany https://www.rene-pickhardt.de Extract knowledge from your data and be ahead of your competition Tue, 17 Jul 2018 12:12:43 +0000 en-US hourly 1 https://wordpress.org/?v=4.9.6 How to host your oer MOOC on wikiversity https://www.rene-pickhardt.de/how-to-host-your-oer-mooc-on-wikiversity/ https://www.rene-pickhardt.de/how-to-host-your-oer-mooc-on-wikiversity/#respond Tue, 04 Nov 2014 11:29:47 +0000 http://www.rene-pickhardt.de/?p=1913 Last year we have created a MOOC on Web Science. We had chosen Wikiversity as a platform for hosting the MOOC. The reason for this was the high trust we had in the Wikimedia foundation strengthening the open movement. The main problem we experienced with Wikiversity was that the software running Wikiversity is obviously a Mediawiki which is great for collaboratively building an encyclopedia. It is not so well suited to provide a learning environment in which students can focus on an interactive learning experience. Also it is hard for teachers to learn how to use the Mediawiki software.
So I decided to spend some time together with Sebastian Schlicht (my student assistant, who did an excellent job) to build a little bit more of infrastructure on top of the mediawiki on wikiversity to provide a better interface for learning. Watch the demo here:

As you can see we created a platform that supports:

  • A click and point experience for teachers to create classes
  • On page discussion for students which supports the standard discussion system in Mediawiki
  • a nice modern navigation which adapts to users while interacting with the page

For me with this system our videos, quizes and scripts content shines in a much brighter light than it did before. For the first time I have fun consuming our the content of the MOOC.
For me this was an important step towards my goal of freeing educational content. Not only that our MOOC is completely OER we now also create core infrastructure for any teacher to create more classes that are OER. If you consider doing such a class feel free to drop be a message and receive free support. You could also start reading the documentation of the MOOC-Interface or see the slides(: 
2014MoocOnWikiversity
I am looking forward to hear back from you.

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Copyright violations: Videos from our OER Web Science MOOC deleted from Wikimedia commons https://www.rene-pickhardt.de/copyright-violations-videos-from-our-oer-web-science-mooc-deleted-from-wikimedia-commons/ https://www.rene-pickhardt.de/copyright-violations-videos-from-our-oer-web-science-mooc-deleted-from-wikimedia-commons/#comments Tue, 04 Nov 2014 11:08:38 +0000 http://www.rene-pickhardt.de/?p=1860 I understand that the following article is written in a very personal way. But this thing seems to me so unjust that it is just unbelievable. So this is my sad story of me trying to bring free educational resources to the world and having Microsoft indirectly not allowing me to do so 🙁 The following article is dedicated to Aaron Swartz:

Background:

Copyright is f*** up on this planet.

We have been creating almost all of our so far 69 produced videos by ourselves. The videos which which we did not produce ourselves have been published under a creative commons by licence by the copyright owners. In one case I even called a professor in the united states and asked him to change the licence of his videos on Youtube such that we could reuse them within the Wikimedia commons ecosystem which he did (:
So you might think everything is alright. The guys paid attention to proper licences if they used material by others and for the rest they created everything themselves. Unfortunately this is not true.
For some of our Flipped classroom sessions we created hangouts on air with screen casts of our Smartbord. Currently our university only supportes the smartboard software SMARTNotebook on Microsoft Windows. Creating a Screencast on a Microsoft operating system is critical since there is the Microsoft Start button visible and also the user interface of SMARTNotebook. At least the microsoft interfaces are protected under copyright and I belief similar constraints will hold for SMARTNotebook. This has the consequence that we cannot put a creative commons licence to these materials. Consequently we must not host the materials on Wikimedia Commons as wikimedia commons supports only free content.
What we can do now is to move the videos to Wikiversity which allows material with a fair use licence. Ok great I can still host my course but parts of it are not free anymore. Don’t be afraid you don’t have to pay, like you have to at other sites. But you loose a lot of your freedom. You cannot remix, correct, translate, […] the videos. In particular I am not even sure if I am legally allowed to publish the videos under the terms of Fair Use. I am not an American citizen and my university clearly is a German institution. The Fair Use law is an United States law. Ok we are hosting the materials on an American Website but will this be sufficient? Last time I had a similar law problem and asked the law consultants from our university the only answer I received was: “Better take the material down. You don’t want to end up in a law fight”. Ok so not only we have absurd laws influenced from money making industries, we are also scared of the industries.
On the other side being forced to move to Fair Use licence will allow me to include a lot of creative commons materials where the NC tag is placed to the licence. Not that I now don’t want to do any open educational resources. But the quality of the MOOC also suffered from not being able to include CC-NC material. 

Think about this again:

We as a university – and in the very end as a society, since the university is payed by tax money – pay high licence fees to Microsoft in order to be allowed to use their crappy Software. We are then forced by the administration that if we want to use modern technology like smartboards we have to use Microsoft Software. We pay high wages for professors, me and technical staff to create an free and open online course. And now Microsoft – which I did not even choose to use  but was forced to use by our university which is just following the the majority vote of computer users – is telling me that I cannot publish the content I  created under the license that I want.
You might say: Hey guy calm down. What’s the problem? The course is still online and nothing has changed. But that is the problem that everything has changed. We don’t pay attention to the subtleties as a society and wonder why we are having unjust laws.

Conclusions:

We need to think about our law. It is us who makes them anyway! Regional laws are conflicting with the idea of a global network (Fair Use for example). Many ideas of copyright are just not suitable to a tech driven world in which sharing, citing and giving attribution and fame to people who create something has been fundamentally changed. These laws like the ones mentioned are just outdated an ridiculous. Also other laws like https://de.wikipedia.org/wiki/Depublizieren (sorry for a link to German wikipedia. I might translate the article at some point in time) fall into this category.

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Web Science MOOC – first lessons about Ethernet and Internet Protocol online https://www.rene-pickhardt.de/web-science-mooc-first-lessons-about-ethernet-and-internet-protocol-online/ https://www.rene-pickhardt.de/web-science-mooc-first-lessons-about-ethernet-and-internet-protocol-online/#respond Tue, 22 Oct 2013 21:55:01 +0000 http://www.rene-pickhardt.de/?p=1776 2 months ago I started to create the Web Science MOOC and now you can join our MOOC as a student. We will start online streamed  flipped classroom lessons on October 29th. Our MOOC is truely open meaning that all the teaching material will be provided as open educational resources with a creative commons 3.0 attribution share alike licence. 
 In the first month we will learn about the following topics

  • Ethernet
  • Internet Protocol
  • Transfer Controll Protocol
  • Domain Name System
  • URIs
  • HTTP
  • HTML
  • RDF
  • Javascript / CSS

The Ethernet lessons can be found at:
https://en.wikiversity.org/wiki/Topic:Web_Science/Part1:_Foundations_of_the_web/Internet_Architecture/Ethernet
 
The Internet protocol lessons can be found at:
https://en.wikiversity.org/wiki/Topic:Web_Science/Part1:_Foundations_of_the_web/Internet_Architecture/Internet_Protocol
 
Since wikiversity in comparison to other MOOC platforms is truely open you might also want to watch some of my introductory videos. They are in particular helpful to show how to make the best use of wikiversity as MOOC platform and how one can really engage into the discussion.  You can find the videos at: 
https://en.wikiversity.org/wiki/Topic:Web_Science/New_here
 
but maybe your are already interested in watching some of the content right here right away: 
 

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MOOCs at Wikiversity: A Barcamp proposal for #OERde13 https://www.rene-pickhardt.de/moocs-at-wikiversity-a-barcamp-proposal-for-oerde13/ https://www.rene-pickhardt.de/moocs-at-wikiversity-a-barcamp-proposal-for-oerde13/#respond Sat, 14 Sep 2013 06:49:26 +0000 http://www.rene-pickhardt.de/?p=1770 I would like to have an discussion with people that have experience or are interested in MOOCs and Wikiversity. The goal is to checkout the possibilities for creating (otherwise over commercialized) MOOCs in an OER environment (especially wikiversity).

Background:

According to my former blog post there are  3 ways for creating a MOOC that is truely OER:

Out of these I would love to discuss what possibilities exist in the context of Wikiversity and how such a MOOC could benefit from the ecosystem of other Wikimedia projects (e.g. books, commons, wikipedia and of course wikiversity itself)
I would also love to create a list of requirements for wikiversity software with functionalities needed (e.g. access to multiple choice results of students) to create an OER MOOC. This list could be present to the wikimedia foundation in order to extend the wikiversity software.

My experiences:

 

 

 

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Comparison of open educational resources services to host your MOOC https://www.rene-pickhardt.de/comparison-of-open-educational-resources-services-to-host-your-mooc/ https://www.rene-pickhardt.de/comparison-of-open-educational-resources-services-to-host-your-mooc/#comments Thu, 25 Jul 2013 17:43:24 +0000 http://www.rene-pickhardt.de/?p=1701 This article on open and free platforms to host your MOOC belongs to the entire series: comparison of places to host your MOOC. As already mentioned there are only a few platforms which really belong to the category of open educational resources. The term is described in the Wikipedia article: Open educational resources as follows:

Open Educational Resources (OER) are freely accessible, usually openly licensed documents and media that are useful for teaching, learning, educational, assessment and research purposes. Although some people consider the use of an open format to be an essential characteristic of OER, this is not a universally acknowledged requirement. The development and promotion of open educational resources is often motivated by a desire to curb the commodification of knowledge and provide an alternate or enhanced educational paradigm

I go a little further than the definition and really require an open licence and also open formats of the documents:

Open Educational Resources (OER) are freely accessible, usually openly licensed documents and media that are useful for teaching, learning, educational, assessment and research purposes. Although some people consider the use of an open format to be is an essential characteristic of OER, this is not a universally acknowledged requirement. The development and promotion of open educational resources is often motivated by a desire to curb the commodification of knowledge and provide an alternate or enhanced educational paradigm

Taking this into account I’ll now compare OER platforms which offer services to host a MOOC. The upshot is that I would suggest to host your MOOC either on Khan Academy or on Wikiversity.

Kahn Academy

Khan Academy is a non-profit educational website created in 2006 by educator Salman Khan, a graduate of MIT and Harvard Business School. The stated mission is to provide “a free world-class education for anyone anywhere”. It is strongly supported by the Bill and Melinda Gates Foundation and won the Google 10 to the 100 award giving them 2 million dollars. Currently the content is translated to various languages including German. You can find more information for instructors on the website at https://www.khanacademy.org/about

  1. Overhead: You have to learn the Khan academy software
  2. Open: Anyone can create courses on Khan academy. I am note quite sure about including videos since khan academy seems to require some standard branding.
  3. Licence: CC 3.0 by Share alike
  4. Hosting time: As long as the project is founded.
  5. Open Format: The website provides an API to obtain data at http://api-explorer.khanacademy.org/ also all (?) source code of Khan academy is available: https://github.com/Khan
  6. Feedback:Various Feedback mechanisms are provided as explained on the website
  7. Quizes: Yes
  8. Community:As far as I understand instructors cannot collaborate within the software
  9. Audience:Yes: more than a quarter billion lessons have been delivered.
  10. Support: There are a lot of online courses training the coach
  11. Online Meetings: There are Q&A style discussions related to every content created
  12. Account Management:
  13. Risk: Besides Khan Academy running out of money I don’t see any risks

Recommendation: Khan Academy is a very good platform to choose once you want to host a massive open online course. The material as free and open. The platform and community is very active and there is a lot of outside support. Exporting data doesn’t seem to work yet but there seems to be the will to be open in the future. Anyway Khan Academy is the only open educational resources platform that offers you a user experience that is closest to the otherwise commercialized MOOC format.

Wikiversity

Wikiversity is a Wikimedia Foundation project which supports learning communities, their learning materials, and resulting activities. It differs from more structured projects such as Wikipedia in that it instead offers a series of tutorials, or courses, for the fostering of learning, rather than formal content. Like Wikipedia it is offered in several languages. The English version of wikiversity seems quite active where as the German version is currently being restructured.

  1. Overhead: Wiki markup language is very easy to learn. also there is the network of wiki tutors that can come to your place and teach you how to use mediawiki
  2. Open: Anybody can contribute to Wikimedia projects
  3. Licence: CC3.0 SA BY
  4. Hosting time: Forever as long as Wikimedia exists
  5. Open Format: Data base dumps are available and the software is open source
  6. Feedback: So far there is little feedback for instructors but there are potential ways of changing this.
  7. Quizes: yes
  8. Community:Instructurs help each other out and also share content among each other. Minor mistakes in the material are quickly corrected.
  9. Audience:There is a large audience, if the video content is uploaded to wiki commons and included into related wikipedia articles there is a high visibility of the MOOC at the targeted audience.
  10. SupportEspecially in Germany there is the Mentoring network of Media wiki users who teach best practices of using media wiki software.
  11. Online MeetingsHolger Brenner also uses media wiki on wikiversity to create online meetings but this is rather tricky
  12. Account ManagementThere exist different user roles in media wiki but those are not really reflecting a student / teacher relationship
  13. RiskBasically there are none. The data base dumps as well as the software are available for download. Even if the platform closes oneself can still easily host the content.

Recommendation: Mediawiki software is very flexible and offers a lot of opportunities. The software itself is not best suited for the “commercialized” massive open online course format. The biggest drawback is the missing analytics for instructors to see how the course is proceeding. On the other side if one actively uses wikiversity (which I did on my last course) one gets a lot of personal feedback. Wikiversity has a lot of trust (provided by wikipedia) and users to explore content and attract many new people. Also wikimedia really follows the concept of free content without any limitations. Finally Mediawiki is open source and also extensions can be included into Wikiversity if the community agrees to that.

OER Commons

OER Commons is a freely accessible online library located at www.oercommons.org that provides a web-based infrastructure for teachers and others to search and discover Open Educational Resources (OER) and other freely available instructional materials. OER Commons is a project created by ISKME, an independent non-profit organization based in Half Moon Bay, California, founded by Lisa Petrides in 2002. Launched in 2007, OER Commons aggregates Open Educational Resources, which are teaching and learning materials that are openly licensed for anyone to use and reuse, in order to support a global network for engaging with flexible, adaptable curriculum

  1. Overhead: No at all
  2. Open: to anybody. I don’t know about content moderation
  3. Licence: Creative commons
  4. Hosting time: hosting can be on any website.
  5. Open Format: all formats supported
  6. Feedback: No
  7. Quizes: No
  8. Community: Yes
  9. Audience:not of students but rather of teachers collecting teaching material
  10. Support: No
  11. Online Meetings: No
  12. Account Management: No
  13. Risk: No

Recommendation: OER Commons is a very interesting approach since a lot of content that is needed for an open MOOC can be drawn from OER commons. All of the MOOC content can be integrated into OER commons and from this hub being spread to other instructors again. The platform itself doesn’t seem suitable to host an entire course. I think anybody who does a MOOC should submit his material to OER commons. This works really easily even if the content is just provided as a web link. I did this with my last course which was hosted on wikiversity

European MOOC platform open up ed

The european union created its own mooc platform under www.openuped.eu/.

  1. Overhead: No at all
  2. Open: only selected partners
  3. Licence: partner choice
  4. Hosting time: you host the mooc yourself
  5. Open Format: your decision
  6. Feedback: possible
  7. Quizes:possible
  8. Community: There is a network of partners but it’s hard to say how much collaboration exists
  9. Audience:your own students
  10. Support: n/a
  11. Online Meetings: possible
  12. Account Management: possible
  13. Risk: None

Recommendation: This platform seems interesting since there is political will behind. Right now it seems to only aggregate MOOCs from various partners so there is no hosting service offered. On the other side you maintain the licence of everything and can probably add an existing MOOC to the index of the platform ==> Nice to have but for now it cannot work as a standalone hosting service. Also it is not clear if you can participate since they work only with selected partners.

P2P University

Peer to Peer University (P2PU) is a nonprofit online open learning community which allows users to organize and participate in courses and study groups to learn about specific topics. Peer 2 Peer University was started in 2009 with funding from the Hewlett Foundation and the Shuttleworth Foundation. The main learning management system for P2PU courses is called Lernanta (the Esperanto word for “learning”). P2PU also hosts a wiki and an OSQA server for questions and answers.

  1. Overhead: low
  2. Open: Anybody
  3. Licence: CC SA BY
  4. Hosting time: I did not spot video content
  5. Open Format: As far as I see there is no standard format used
  6. Feedback: through discussions
  7. Quizes: no
  8. Community: there are strong partners like mozilla connected to the project
  9. Audience: doesn’t seem too large
  10. Support: there is a lot of teaching about the platform in courses on the platform. since courses are p2p I assume there is quite some support
  11. Online Meetings: possible
  12. Account Management: probably not
  13. Risk: This platform doesn’t seem to be mature yet. Will it survive?

Recommendation: I like the approach of this learning platform but I have the feeling it is much more targeted towards learning groups from students. It also doesn’t seem to be very mature and it is not quite clear to what place it will develop. Also I could not find data base dumps on the website which decreases my trust into the platform.

Summary

I hope I did not oversee any platform. My advice is to go for either Khan Academy or Wikiversity and submit your entire course as well as pieces of the material to OER Commons. In that way I would also suggest to add part of the content of your course to wiki commons if can enhance any given wikipedia article. I think it is probably personal choice whether to go for Khan Academy or for Wikiversity. Personally I would probably go for Wikiversity since I already had good experiences and my trust to this platform with respect to long term sustainability is higher. Also out of the box more languages are supported. In any case: When you want to create a MOOC don’t let yourself be blinded by commercialized platforms and offers just because they look nicer. Education is something that belongs to the citizens!

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Comparison of platforms and places to use to host your MOOC https://www.rene-pickhardt.de/comparison-of-platforms-and-places-to-use-to-host-your-mooc/ https://www.rene-pickhardt.de/comparison-of-platforms-and-places-to-use-to-host-your-mooc/#comments Wed, 24 Jul 2013 16:03:50 +0000 http://www.rene-pickhardt.de/?p=1647 As many of you know and voted (thanks for that) Steffen and I tried to get a MOOC fellowship in order to create a web science MOOC. Even though our application was not successful we decided that online teaching in the MOOC format is suitable for the web science lecture. With the structure from our application and the teaching last term we have some basic structure for the content the students should learn. Now we start to create the material but the question is what platform to use and where to host a MOOC? I was actually planning to write one single article on that topic but it turned out that there are so many different approaches to online learning that I will have to split my work into several articles. So here I will just explain my methodology and the criteria I will use to compare the platforms for your MOOC.
There is a lot of good information about the MOOC industry and current trends in the MOOC wikipedia page
Basically there are 3 different approaches to online education:

  1. Free content: The focus of these platforms (Khan Academy, Wikiversity, OER Commons, P2P university,…) lies in freeing educational content from the publishing industry. In most cases the focus seems to be on content and not so much on learning paths or didactics or pedagogy. The argumentation seems to be like: “first we need the content, next we can think about how to use it”. Have alook at my blog post: http://www.rene-pickhardt.de/comparison-of-open-educational-resources-services-to-host-your-mooc/ to see which open platforms perform well.
  2. Commercial: There is a rising industry (Coursera, Udacity, edX, iversity,..) trying to commercialize massive open online education. Commercial platforms usually have high quality content and strong relationships with universities (most often ivy league) serving a lot of classes in this new format. Courses are usually not available under an open licence. So far most content is available at no cost and the business model is related to certification but also sometimes to tuition fees.
  3. Self hosted with the use of a learning management system: There are various learning management systems (OLAT, Moodle, Google Course Builder, ILIAS,…) available as open source software which enables one to host a MOOC oneself. Most of these systems are made for eLearning and but lack this MOOC feeling of excellent usability. Often their intent also is not primary to be open.

This means besides this article I will publish three blog articles comparing platforms for each of the 3 different approaches. There is a German list of Learning platforms on Wikipedia as well as the MOOC Template in the English wikipedia from which I extracted the following lists

Platforms for online education

People related to online education

Not all of the platforms are relevant for a Web Science MOOC but still I extracted some of the most relevant sites and added a fiew others. As for the evaluation methodology we did a little survey and identified some possibilities. Since there are so many hosting services and possibilities we tried to find some dimensions that are important to us in order find which hosting service makes the most sense. We will use the following dimensions for our evaluation:

  1. Overhead: How much overhead is associated providing the content for a certain platform infrastructure?
  2. Open: Will the platform accept our course?
  3. Licence: Who has the copyright and how is the licencing model?
  4. Hosting time: How much time of hosting does the platform guarantee?
  5. Open Format: Will the course content be in an open format so that we can easily export the data from the host and take it to some other service?
  6. Feedback: Feedback for instructors like how long do people interact with some content?
  7. Quizes: Will quizes be supported in the Platform
  8. Community:Is there an active community and exchange of instructors?
  9. Audience:Is there a large audience using the platform?
  10. Support: is there active support from the platform?
  11. Online Meetings: Does the platform support meetings of students and teachers on the cyberspace?
  12. Account Management: Is it possible to have different roles for the accounts (e.g. student, tutor, creator,…)?
  13. Risk: What are the risks of using this particular platform?

At least my goal would be to find a service with the following answers to our dimensions:

  1. Overhead: Little overhead to submit the course material.
  2. Open: The platform should be open to any course.
  3. Licence: We should maintain the copyright or the licence should be at least creative commons
  4. Hosting time: forever
  5. Open Format: data export of the material is needed. e.g respecting http://en.wikipedia.org/wiki/IMS_Global
  6. Feedback: In order to improve we need Feedback
  7. Quizes: We need various forms of quizes
  8. Community:A community of instructors with which one can exchange and from which one can learn would be amazing.
  9. Audience:In the end good content will win but the larger the audience the better
  10. Support: A platform that offers support with problems is preferable
  11. Online Meetings: It would be nice if the platform supports online meetings of users with Q&A systems or even with video chat.
  12. Account Management: Multiple account roles would support the learning process.
  13. Risk: Obviously we want the risks to be minimized

I am looking forward to your feedback of missing platforms or other dimensions for the evaluation of the learning platforms.

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Analyzing the final and intermediate results of the iversity MOOC Fellowship online voting https://www.rene-pickhardt.de/analyzing-the-final-and-intermediate-results-of-the-iversity-mooc-fellowship-online-voting/ https://www.rene-pickhardt.de/analyzing-the-final-and-intermediate-results-of-the-iversity-mooc-fellowship-online-voting/#comments Thu, 23 May 2013 23:07:24 +0000 http://www.rene-pickhardt.de/?p=1609 As writen before Steffen and I participated in the online voting for the MOOC fellowship. Today the competition finished and I would like to say thank you to everyone who so far participated in the voting in particular to the 435 people supporting our course. I did never image to get that many people to be interested in our course!
The voting period went from May first till today. During this period the user interface of the iversity website changed several times providing different kind of information about the voting to us users. Since I have observed a drastic change in rankings on May 9th and since the process and scores have not been very transparent I have decided on that very day to collect some data about the rankings. I already did some quick analysis on the data and found some interesting facts but I am running out of time right now to conduct an extensive data analysis. So I will share the data set with the public domain:
http://rene-pickhardt.de/mooc.tar.bz2 (33MB)
If you download the zip file and extract it you’ll find folders for every hour after May 9th. In every folder you will find 26 html-files representing the current ranking of the courses at that time and a transaction log of the http-requests which were done to download the 26 html files. There are 26 html files since 10 courses were displayed per page and we had 255 courses participating.
During the time of data collection I had 2 or 3 short down times of my web server so it could be possible that some data points are missing.
I already wrote a “dirty hack” and pushed it on github which also extracts the interesting information out of the downloaded html files.

  1. There is a file rank.tsv (334 kb) that displays for every course on an hourly basis the rankings
  2. There is a file vote.tsv (113 kb) that contains for every course on an hourly basis (between may 20th and today) the number of votes the course did acquire. The period of time for vote.tsv is so short since the votes have only been available in the html files during this time. 

Skimming the data with my eyes there are already some facts that make me very curious for a deeper data analysis:

  1. Some courses gained several hundred votes within a short period of time (usually only 2 or 3 hours) whereas most courses (especially those gaining such a large amount of votes) often stayed far under 1000 votes at all. 
  2. Also it is interesting to see how much variation has been going on in the last couple of days. 
  3. Also I haven’t crawled the views of the Youtube videos of the courses and even now after observing the following I did not take a snapshot of them it is interesting that there is such a large difference in conversion rate. Especially the top courses seem to have much more votes than they have views of the application video. Where some really high class and outstanding applications like the ones from Chrstian Spannagel (Math) or  Oliver Vornberger (Algorithms and data structures) have two or three times as many views on Youtube as votes. Especially they have about the same amount of views on Youtube as the top voted courses.

I am pretty sure there are some more interesting facts and maybe someone else has collected a better data set over the complete periode of time and including Youtube snapshots as well as Facebook and Twitter mentions.
Since I have been asked several times already: here are the final rankings to download and also as a table in the blog post:

  Kursname Anzahl an votes
1 sectio chirurgica anatomie interaktiv 8013
2 internationales agrarmanagement 2 7557
3 ingenieurmathematik fur jedermann 2669
4 harry potter and issues in international politics 2510
5 online surgery 2365
6 l3t s mooc der offene online kurs uber das lernen und lehren mit technologien 2270
7 design 101 or design basics 2 2216
8 einfuhrung in das sozial und gesundheitswesen sozialraume entdecken und entwickeln 2124
9 changeprojekte planen nachhaltige entwicklung durch social entrepreneurship 2083
10 social work open online course swooc14 2059
11 understanding sustainability environmental problems collective action and institutions 1912
12 the dance of functional programming languaging with haskell and python 1730
13 zyklenbasierte grundung systematische entwicklung von geschaftskonzepten 1698
14 a virtual living lab course for sustainable housing and lifestyle 1682
15 family politics domestic life revolution and dictatorships between 1900 1950 1476
16 h2o extrem 1307
17 dark matter in galaxies the last mystery 1261
18 algorithmen und datenstrukturen 1207
19 psychology of judgment and decision making 1168
20 the future of storytelling 1164
21 web engineering 1152
22 die autoritat der wissenschaften eine einfuhrung in das wissenschaftstheoretische denken 2 1143
23 magic and logic of music a comprehensive course on the foundations of music and its place in life 1138
24 nmooc nachhaltigkeit fur alle 1130
25 sovereign bond pricing 1115
26 soziale arbeit eine einfuhrung 1034
27 mathematische denk und arbeitsweisen in geometrie und arithmetik 1016
28 social entrepreneurship wir machen gesellschaftlichen wandel moglich 1010
29 molecular gastronomy an experimental lecture about food food processing and a bit of physiology 984
30 fundamentals of remote sensing for earth observation 920
31 kompetenzkurs ernahrungswissenschaft 891
32 erfolgreich studieren 879
33 deciphering ancient texts in the digital age 868
34 qualitative methods 861
35 karl der grosse pater europae 855
36 who am i mind consciousness and body between science and philosophy 837
37 programmieren mit java 835
38 systemisches projektmanagement 811
39 lernen ist sexy 764
40 modelling and simulation using matlab one mooc more brains an interdisciplinary course not just for experts 760
41 suchmaschinen verstehen 712
42 hands on course on embedded computing systems with raspberry pi 679
43 introduction to mixed methods and doing research online 676
44 game ai 649
45 game theory and experimental economic research 633
46 cooperative innovation 613
47 blue engineering ingenieurinnen und ingenieure mit sozialer und okologischer verantwortung 612
48 my car the unkown technical being 612
49 gesundheit ein besonderes gut eine multidisziplinare erkundung des deutschen gesundheitssystems 608
50 teaching english as a foreign language tefl part i pronunciation 597
51 wie kann lesen gelernt gelehrt und gefordert werden lesesozialisation lesedidaktik und leseforderung vom grundschulunterricht bis zur erwachsenenbildung 593
52 the european dream 576
53 education of the present what is the future of education 570
54 faszination kristalle und symmetrie 561
55 italy today a girlfriend in a coma a walk through today s italy 557
56 dna from structure to therapy 556
57 grundlagen der mensch computer interaktion 549
58 malnutrition in developing countries 548
59 marketing als strategischer erfolgsfaktor von der produktinnovation bis zur kundenbindung 540
60 environmental ethics for scientists 540
61 stem cells in biology and medicine 528
62 praxiswissen fur den kunstlerischen alltagsdschungel 509
63 physikvision 506
64 high five evidence based practice 505
65 future climate water 484
66 diversity and communication challenges for integration and mobility 477
67 social entrepreneurship 469
68 die kunst des argumentierens 466
69 der hont feat mit dem farat wek wie kinder schreiben und lesen lernen 455
70 antikrastination moocen gegen chronisches aufschieben 454
71 exercise for a healthier life 454
72 the startup source code 438
73 web science 435
74 medizinische immunologie 433
75 governance in and through human rights 431
76 europe in the world law and policy aspects of the eu in global governance 419
77 komplexe welt strukturen selbstorganisation und chaos 419
78 mooc basics of surgery want to become a real surgeon 416
79 statistical data analysis for the humanities 414
80 business math r edux 406
81 analyzing behavioral dynamics non linear approaches to social and cognitive sciences 402
82 space technology 397
83 der erzahler materialitat und virtualitat vom mittelalter bis zur gegenwart 396
84 kriminologie 395
85 von e mail skype und xing kommunikation fuhrung und berufliche zusammenarbeit im netz 394
86 wissenschaft erzahlen das phanomen der grenze 392
87 nachhaltige entwicklung 389
88 die nachste gesellschaft gesellschaft unter bedingungen der elektrizitat des computers und des internets 388
89 die grundrechte 376
90 medienbildung und mediendidaktik grundbegriffe und praxis 368
91 bubbles everywhere speculative bubbles in financial markets and in everyday life 364
92 the heart of creativity 363
93 physik und weltraum 358
94 sim suchmaschinenimplementierung als mooc 354
95 order of magnitude physics from atomic nuclei to the universe 350
96 entwurfsmethodik eingebetteter systeme 343
97 monte carlo methods in finance 335
98 texte professionell mit latex erstellen 331
99 wissenschaftlich arbeiten wissenschaftlich schreiben 330
100 e x cite join the game of social research 330
101 forschungsmethoden 323
102 complex problem solving 321
103 programmieren lernen mit effekt 317
104 molecular devices and machines 317
105 wie man erfolgreich ein startup aufbaut 315
106 grundlagen der prozeduralen und objektorientierten programmierung 314
107 introduction to disability studies 314
108 eu2c the european union explained by two partners cologne and cife 313
109 the english language a linguistic introduction 2 311
110 allgemeine betriebswirtschaftslehre 293
111 interaction design open design 293
112 how we learn nowadays possibilities and difficulties 288
113 foundations of educational technology 288
114 projektmanagement und designbasiertes lernen 281
115 human rights 278
116 kompetenz des horens technische gehorbildung 278
117 it infrastructure management 276
118 a media history in 10 artefacts 274
119 introduction to the practice of statistics and regression 271
120 what is a good society introduction to social philosophy 268
121 modellierungsmethoden in der wirtschaftsinformatik 265
122 objektorientierte programmierung von web anwendungen von anfang an 262
123 intercultural diversity networking vielfalt interkulturell vernetzen 260
124 foundations of entrepreneurship 259
125 business communication for impact and results 257
126 gamification 257
127 creativity and design in innovation management 256
128 mechanik i 252
129 global virtual project management 252
130 digital signal processing for everyone 249
131 kompetenzen fur klimaschutz anpassung 248
132 digital economy and social innovation 246
133 synthetic biology 245
134 english phonetics and phonology 245
135 leibspeisen nahrung im wandel der zeiten molekule brot kase fleisch schokolade und andere lebensmittel 243
136 critical decision making in the contemporary globalized world 238
137 einfuhrung in die allgemeine betriebswirtschaftslehre schwerpunkt organisation personalmanagement und unternehmensfuhrung 236
138 didaktisches design 235
139 an invitation to complex analysis 235
140 grundlagen der programmierung teil 1 234
141 allgemein und viszeralchirurgie 233
142 mathematik 1 fur ingenieure 231
143 consumption and identity you are what you buy 231
144 vampire fictions 230
145 grundlagen der anasthesiologie 228
146 marketing strategy and brand management 227
147 political economy an introduction 225
148 gesundheit 221
149 object oriented databases 219
150 lebenswelten perspektiven fur menschen mit demenz 217
151 applications of graphs to real life problems 210
152 introduction to epidemiology epimooc 207
153 network security 207
154 global civics 207
155 wissenschaftliches arbeiten 204
156 annaherungen an zukunfte wie lassen sich mogliche wahrscheinliche und wunschbare zukunfte bestimmen 202
157 einstieg wissenschaft 200
158 engineering english 199
159 das erklaren erklaren wie infografik klart erklart und wissen vermittelt 198
160 betriebswirtschaftliche und rechtliche grundlagen fur das nonprofit management 192
161 art and mathematics 191
162 vom phanomen zum modell mathematische modellierung von natur und alltag an ausgewahlten beispielen 190
163 design interaktiver medien technische grundlagen 189
164 business englisch 187
165 erziehung sehen analysieren gestalten 184
166 basic clinical research methods 184
167 ordinary differential equations and laplace transforms 180
168 mathematische logik 179
169 die geburt der materie in der evolution des universums 179
170 innovationsmanagement von kleinen und mittelstandischen unternehmen kmu 176
171 introduction to qualitative methods in the social sciences 175
172 advert retard wirkung industrieller interessen auf rationale arzneimitteltherapie 175
173 animation beyond the bouncing ball 174
174 entropie einfuhrung in die physikalische chemie 172
175 edufutur education for a sustainable future 165
176 social network effects on everyday life 164
177 pharmaskills for africa 163
178 nachhaltige energiewirtschaft 162
179 qualitat in der fruhpadagogik auf den anfang kommt es an 158
180 dementias 157
181 beyond armed confrontation multidisciplinary approaches and challenges from colombia s conflict 154
182 investition und finanzierung 150
183 praxis des wissensmanagements 149
184 gutenberg to google the social construction of the communciations revolution 145
185 value innovation and blue oceans 145
186 kontrapunkt 144
187 shakespeare s politics 142
188 jetzt erst recht wissen schaffen uber recht 141
189 rechtliche probleme von sozialen netzwerken 138
190 augmented tuesday suppers 137
191 positive padagogik 137
192 digital storytelling mit bewegenden bildern erzahlen 136
193 wirtschaftsethik 134
194 energieeffizientes bauen 134
195 advising startups 133
196 urban design and communication 133
197 bildungsreform 2 0 132
198 mooc management basics 130
199 healthy teeth a life long course of preventive dentistry 129
200 digitales tourismus marketing 127
201 the arctic game the struggle for control over the melting ice 127
202 disease mechanisms 127
203 special operations from raids to drones 125
204 introduction to geospatial technology 120
205 social media marketing strategy smms 119
206 korpusbasierte analyse sprechsprachlichen problemlosungsverhaltens 116
207 introduction to marketing 115
208 creative coding 114
209 mooc meets 3d 110
210 unternehmenswert die einzig sinnvolle spitzenkennzahl fur unternehmen 110
211 forming behaviour gestaltung und konzeption von web applications 109
212 technology demonstration 108
213 lebensmittelmikrobiologie und hygiene 105
214 estudi erfolgreich studieren mit dem internet 105
215 moderne geldtheorie eine paische perspektive 103
216 kollektive intelligenz 103
217 geschichte der optischen medien 100
218 alter und soziale arbeit 99
219 semantik eine theorie visueller kommunikation 97
220 erziehung und beratung in familie und schule 96
221 foreign language learning in indian context 95
222 bildgebende verfahren 92
223 applied biology 92
224 bildung in der wissensgesellschaft gerechtigkeit 92
225 standortmanagement 92
226 europe a solution from history 90
227 methodology of research in international law 90
228 when african americans came to paris 90
229 contemporary architecture 89
230 past recent encounters turkey and germany 88
231 wars to end all wars 83
232 online learning management systems 82
233 software applications 81
234 business in germany 78
235 requirements engineering 77
236 anything relationship management xrm 77
237 global standards and local practices 76
238 prodima professionalisation of disaster medicine and management 75
239 cytology with a virtual correlative light and electron microscope 75
240 the organisation of innovation 75
241 sensors for all 75
242 diagnostik in der beruflichen bildung 73
243 scientific working 71
244 escience saxony lectures 71
245 internet marketing strategy how to gain influence and spread your message online 69
246 grundlagen des e business 69
247 principles of public health 64
248 methods for shear wave velocity measurements in urban areas 64
249 democracy in america 64
250 building typology studies gebaudelehre 63
251 multi media based learning environments at the interface of science and practice hamburg university of applied sciences prof dr andrea berger klein 61
252 math mooc challenge 60
253 the value of the social 58
254 dienstleistungsmanagement und informationssysteme 57
255 ict integration in education systems e readiness e integration e transformation 56
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Please help me to realize my Web science massive open online course https://www.rene-pickhardt.de/please-help-me-to-realize-my-web-science-massive-open-online-course/ https://www.rene-pickhardt.de/please-help-me-to-realize-my-web-science-massive-open-online-course/#comments Wed, 01 May 2013 09:59:57 +0000 http://www.rene-pickhardt.de/?p=1581 I am asking you for a big favor in this blog post! You can help me to achieve one of my childhood dreams:
I am an enthusiastic teacher and love to share information (as you might have seen by reading my blog) Over the last month I have designed a structure for an online course on Web Science together with a short video. In this blog post I will introduce the course to you but I am also asking you to vote for the course since only 10 of the 250 courses that applied for the fellowship will be sponsored and thus be realized.
So please go to https://moocfellowship.org/submissions/web-science an learn more about the course and vote for it. You can find almost all details of the course in this blog post.

Why creating such a cours?

The web has become important to its 2.3 billion users. Yet only a small group of people understand the processes that take place on it and quickly steer its development into new directions.

Novelty of the subject

Web Science is an upcoming academic field. Much information about the web already exists online, but no course that comprises all of it.

High value for every web user

The MOOC would be of high value and of relevance for anybody using the web e.g:

  • A programmer who is building the next web application
  • A company deciding their web strategy
  • A judge who has to decide a case regarding net neutrality or copy right infringements
  • The Government as well as public authorities which have to make decisions on how to regulate the web

The web is the right place to learn about the web

The web itself is the best platform to educate people about the web since you can always point directly to the object of study. By creating a MOOC we will be able to aggregate, organize and filter much of the available information.

Integration within our institution

The MOOC will be a core element for the web science lecture of our web science master program. The goal is that students will work with the material provided by the MOOC and the instructors will replace classical lectures with public Q&A sessions. Additionally the Web Science lecture of 2013/2014 will serve as an internal testing of the MOOC such that the improved MOOC can launch on iversity in 2014.

Course content

This MOOC consists of ten lessons divided into three parts.

  1. Lesson 1 – 3: Foundations of the web
  2. Lesson 4 – 7: Theoretical results of web user behavior
  3. Lesson 8 – 10: Web & society

Lesson 1 & 2: History of the Web & Web Architecture

You will understand the historical development of the web and see how the cold war in combination with advances in technical developments led to the Internet Protocol suite.

On each Layer you will know one protocol and understand how these protocols build an open, inter operable and decentralized system. Furthermore you will learn about the domain name system and find out why the concepts of URI and Hypertext were crucial for the success of the web.

Lesson 3: Structure of the Web


You will learn about the six degrees of seperation and understand concepts like small world networks by studying ‘the other’ Milgram experiment. You will be able to use power law distributions to describe the structure of the web, its content and its users.

Lesson 4 & 5: Micro and Macro behavior of web users & Social Network (Analysis)

structure of the web
You will be introduced to theories from Microsociology and see how applying them to the behavior of people on the web leads to macro structures such as:

Analyzing social network data from the Koblenz Network Collection using Octave you will gain a deeper understanding of social theories and social networks.

Lesson 6 & 7: Information Retrieval & Recommender systems


Completing this section you will understand the basic architecture of a (web) search engine. You can name the fundamental (non technical) difficulties one has in order to create a good information retrieval system. You will learn about the connection to recommender systems that are (not only!) used by large web shops to increase cross selling.
You will be able to discuss the danger of such algorithms like the relevance paradox and the filter bubble.

Lesson 8: Trust and Security


You will learn how third parties act as trust providers on the web and how this issue is related to markets with asymmetric information. You will see that trust issues in the online word differ from the offline problems. You will know of ways like cryptography, secure communication and certificates to resolve trust issues and how those techniques can even lead to a new currency.

Lesson 9: Web Economics


You will know of e-commerce models like online shopping & auctions as well as online advertising and marketing. You will be able to interpret and apply metrics for web analytics such as

Lesson 10: Web Governance and Web Ethics


Finally you will understand the important role of institutions like W3C, IETF and ICANN . You will use your understanding of the web architecture to discuss and explain the connections between

So please go to https://moocfellowship.org/submissions/web-science an learn more about the course and vote for it.

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Web science education and web science mooc https://www.rene-pickhardt.de/web-science-education-and-web-science-mooc/ https://www.rene-pickhardt.de/web-science-education-and-web-science-mooc/#respond Wed, 01 May 2013 08:38:14 +0000 http://www.rene-pickhardt.de/?p=1586 The slides of my talk in the web science education workshop can be found here. The talk was about two things:

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