POM ETH Zurich
POM ETH Zurich
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Explainable AI improves task performance in human–AI collaboration
Video summary of the research article 'Explainable AI improves task performance in human-AI collaboration' by Julian Senoner, Simon Schallmoser, Bernhard Kratzwald, Stefan Feuerriegel, and Torbjørn Netland. Nature | Scientific Reports.
Link to paper: www.nature.com/articles/s41598-024-82501-9
Abstract: Artificial intelligence (AI) provides considerable opportunities to assist human work. However, one crucial challenge of human-AI collaboration is that many AI algorithms operate
in a black-box manner where the way how the AI makes predictions remains opaque. This
makes it difficult for humans to validate a prediction made by AI against their own domain knowledge. For this reason, we hypothesize that augmenting humans with explainable
AI improves task performance in human-AI collaboration. To test this hypothesis, we implement explainable AI in the form of visual heat maps in inspection tasks conducted by
domain experts. The results of our experiments show that task performance significantly improves when participants are supported by explainable AI with heat maps instead of black-box AI.
Переглядів: 15

Відео

Comparing Human-made and AI-generated Teaching Videos: An Experimental Study on Learning Effects
Переглядів 1113 місяці тому
Video summary of the research article "Comparing Human-made and AI-generated Teaching Videos: An Experimental Study on Learning Effects" by Torbjørn Netland, Oliver von Dzengelevski, Katalin Tesch, and Daniel Kwasnitschka, Computers & Education, 2024. DOI: doi.org/10.1016/j.compedu.2024.105164 Abstract: In the age of generative AI, can teaching videos be efficiently and effectively generated by...
The critical catalyst: Getting open innovation projects right in times of disruption
Переглядів 1033 місяці тому
Video summary of the research article "The Critical Catalyst: Getting Open Innovation Projects Right in Times of Disruption" by Wan Ri Ho, Nikolai Kazantsev, and Torbjørn Netland. California Management Review, journals.sagepub.com/doi/10.1177/00081256241277238 Abstract: Disruptions often call for rapid innovation at scale. Open innovation (OI) is critical in such contexts because it allows orga...
Unlocking team performance: How shared mental models drive proactive problem-solving
Переглядів 1278 місяців тому
Video summary of the research article "Unlocking team performance: How shared mental models drive proactive problem-solving" by Michela Carraro, Andrea Furlan, and Torbjørn Netland.
Effects of feedback in manufacturing: A field experiment using smartwatch technology
Переглядів 2379 місяців тому
Video summary of the research article "Effects of feedback in manufacturing: A field experiment using smartwatch technology" by Daniel Kwasnitschka, Henrik Franke, and Torbjørn Netland. We thank our field partner for the excellent collaboration. Citation and access: Kwasnitschka, D., Franke, H., & Netland, T. H. (2024). Effects of feedback in manufacturing: A field experiment using smartwatch t...
Enhancing a Lean Production board game with Industry 4.0 technologies
Переглядів 58010 місяців тому
This course integrates real technologies from manufacturing into a class of 20-30 students to gradually develop a more productive truck factory. The factory is the classroom, and the trucks are built with LEGO bricks. Besides learning about fundamental principles in production management, we showcase four technologies that contribute to end-to-end digitization of a production system: additive m...
Interactive mixed reality live streaming technology in manufacturing
Переглядів 229Рік тому
Video summary of the research article "Interactive mixed reality live streaming technology in manufacturing" by Torbjørn Netland, Michael Stegmaier, Cesare Primultini, and Omid Maghazei (ETH Zurich). We thank Stanley Black & Decker and Avatour for their excellent cooperation. Citation and access: Netland, T. H., Stegmaier, M., Primultini, C., & Maghazei, O. (2023). Interactive mixed reality liv...
Addressing distributional shifts in operations management
Переглядів 156Рік тому
Video summary of the research article "Addressing distributional shifts in operations management: The case of order fulfillment in customized production" by Julian Senoner, Bernhard Kratzwald, Milan Kuzmanovic, Torbjørn H. Netland (ETH Zurich), and Stefan Feuerriegel (LMU Munich). Citation and access: Senoner, J., Kratzwald, B., Kuzmanovic, M., Netland, T. H., & Feuerriegel, S. (2023). Addressi...
2023 Jack Meredith Best Paper Award Finalist
Переглядів 277Рік тому
Emerging technologies and the use case: A multi-year study of drone adoption. 2023 Jack Meredith Best Paper Award Finalist, by Omid Maghazei (ETH Zurich), Michael A. Lewis (University of Bath School of Management), and Torbjørn H. Netland (ETH Zurich). Further reading: Maghazei, O., Lewis, M., and Netland, T. (2022). Emerging technologies and the use case: A multi-year study of drone adoption. ...
Introduction to Manufacturing: New textbook!
Переглядів 2052 роки тому
Introduction to Manufacturing: An Industrial Engineering and Management Perspective. A new textbook by Michel Baudin and Prof. Torbjørn Netland. For more info see pom.ethz.ch/textbook.html Get your copy here: Routledge: www.routledge.com/Introduction-to-Manufacturing-An-Industrial-Engineering-and-Management/Baudin-Netland/p/book/9780815363194 Amazon.com: www.amazon.com/Introduction-Manufacturin...
Introduction to Manufacturing: Available for order!
Переглядів 5732 роки тому
Introduction to Manufacturing: An Industrial Engineering and Management Perspective. A new textbook by Michel Baudin and Prof. Torbjørn Netland. For more info see pom.ethz.ch/textbook.html Get your copy here: Routledge: www.routledge.com/Introduction-to-Manufacturing-An-Industrial-Engineering-and-Management/Baudin-Netland/p/book/9780815363194 Amazon.com: www.amazon.com/Introduction-Manufacturin...
Introduction to Manufacturing: The Background
Переглядів 4052 роки тому
Introduction to Manufacturing: An Industrial Engineering and Management Perspective. A new textbook on Manufacturing by Michel Baudin and Prof. Torbjørn Netland. For more info, see pom.ethz.ch/textbook.html Get your copy here: Routledge: www.routledge.com/Introduction-to-Manufacturing-An-Industrial-Engineering-and-Management/Baudin-Netland/p/book/9780815363194 Amazon.com: www.amazon.com/Introdu...
#POM4All teaser
Переглядів 8822 роки тому
#POM4All teaser
Introduction to Project Management
Переглядів 4833 роки тому
Introduction to Project Management
IPO and the 4Ms
Переглядів 6063 роки тому
IPO and the 4Ms
Production Strategy
Переглядів 23 тис.3 роки тому
Production Strategy
Introduction to Operations Strategy
Переглядів 15 тис.3 роки тому
Introduction to Operations Strategy
Three Basic Concepts of Operations Strategy
Переглядів 2,5 тис.3 роки тому
Three Basic Concepts of Operations Strategy
TRIZ: The Theory of Inventive Problem Solving
Переглядів 7 тис.3 роки тому
TRIZ: The Theory of Inventive Problem Solving
Flow
Переглядів 1,4 тис.3 роки тому
Flow
Forecasting
Переглядів 2,3 тис.3 роки тому
Forecasting
Production Planning and Control
Переглядів 18 тис.3 роки тому
Production Planning and Control
Bottlenecks and Takt Time
Переглядів 2,6 тис.3 роки тому
Bottlenecks and Takt Time
Key Performance Indicators
Переглядів 2,4 тис.3 роки тому
Key Performance Indicators
A3
Переглядів 2,8 тис.3 роки тому
A3
Enterprise Resource Planning (ERP)
Переглядів 2,2 тис.3 роки тому
Enterprise Resource Planning (ERP)
Layout
Переглядів 6 тис.3 роки тому
Layout
Economic Order Quantity
Переглядів 81 тис.3 роки тому
Economic Order Quantity
Service Process Analysis
Переглядів 4,4 тис.3 роки тому
Service Process Analysis
Jidoka and Poka Yoke
Переглядів 32 тис.3 роки тому
Jidoka and Poka Yoke

КОМЕНТАРІ

  • @pomethz
    @pomethz 10 хвилин тому

    A popular science summary was published at Media&Learning: media-and-learning.eu/subject/artificial-intelligence/when-ai-took-over-my-teaching-videos-students-enjoyed-them-less-but-learned-the-same

  • @arina_siberzicht
    @arina_siberzicht 2 місяці тому

    One of the videos from this channel was recommended to watch by my university and now I just can't stop watching everything and even subscribed, so I don't lose it 😭😭

    • @pomethz
      @pomethz 2 місяці тому

      @@arina_siberzicht best prompt for us to make more videos📽️ thank you 🙏

  • @LindaUnderdal
    @LindaUnderdal 2 місяці тому

  • @Morfoley
    @Morfoley 2 місяці тому

    Nice done!

  • @Dendam-kr4pm
    @Dendam-kr4pm 3 місяці тому

    So thats mean jit pull system similar with kanban system. Just produce what needed with specific amount at the right time.🎉🎉🎉 Thanks.

  • @훈경-g4w
    @훈경-g4w 3 місяці тому

    생산운영관리 시험때매 보는 한국인 손🙌

  • @WijthaGayan
    @WijthaGayan 3 місяці тому

    my favorite country is Switzerland 👍👍

  • @andrewp5345
    @andrewp5345 3 місяці тому

    please keep making videos, they are extremely helpful.

  • @Learning_Hub_sneha
    @Learning_Hub_sneha 4 місяці тому

    ua-cam.com/users/shortsjw8dmrKdtu8?si=V-alqv1TS--Qo-SI

  • @raba2d723
    @raba2d723 4 місяці тому

    the sheen of the characters on his shirt is too distracting - he should consider that before wearing for the viedeo

  • @PBroamers
    @PBroamers 5 місяців тому

    very helpful

  • @dulcegarduno2869
    @dulcegarduno2869 5 місяців тому

    Awesome video! Thanks :) Kind regards from a Mexican studying in Germany!

    • @pomethz
      @pomethz 5 місяців тому

      Thank you 🙏🏼

  • @AkatwijukaIgnatius
    @AkatwijukaIgnatius 6 місяців тому

    Steps in audio

  • @suheladesilva2933
    @suheladesilva2933 7 місяців тому

    Great video, thanks a lot.

  • @nexthalf5607
    @nexthalf5607 7 місяців тому

    😂👍

  • @skgamingff838
    @skgamingff838 7 місяців тому

    Very well explained

  • @skgamingff838
    @skgamingff838 7 місяців тому

    Thanks 🙏 sir love from India

  • @patricksperspective99
    @patricksperspective99 8 місяців тому

    This video was tooooooo good🔥 Subscribed

    • @pomethz
      @pomethz 8 місяців тому

      We do this for people like you 😃 Thanks!

  • @amparoconsuelo9451
    @amparoconsuelo9451 8 місяців тому

    How about color coding the hoses and tubes depending on the material that pass through them.

  • @boyshanks
    @boyshanks 8 місяців тому

    Excellent!! that demo is exactly what I needed!!

  • @alžíďhħ
    @alžíďhħ 9 місяців тому

    bros got a t-shirt just for this video, that's dedication. or 2much DediCsChion

  • @jidealo
    @jidealo 9 місяців тому

    This is an assumptiom that the supplier always has supply

    • @joezupko
      @joezupko Місяць тому

      The amount of times I’ve ordered and then a week later they say “oh by the way we don’t have what you ordered” …😢 I do keep my inventory pretty lean but safety stock is a must for unreliable suppliers

  • @Charles-t6r
    @Charles-t6r 10 місяців тому

    I was gonna watch this but this guys mustache is awful and annoying to look at.

  • @tamacajan1348
    @tamacajan1348 10 місяців тому

    Can i increase the bin quantity ?

  • @jidr0r
    @jidr0r 10 місяців тому

    very helpful thank you

  • @JuniorKnowledge
    @JuniorKnowledge 10 місяців тому

    from Somalia , very useful clip and will continue watching your moustache as usual.

    • @pomethz
      @pomethz 10 місяців тому

      Hi to 🇸🇴! You’re welcome to admire the videos and mustache 👌🏼

  • @tonyjones8213
    @tonyjones8213 11 місяців тому

    This was so helpful. This is going to help my case study write-up 1000%. Great video.

  • @NabiruBogdan
    @NabiruBogdan 11 місяців тому

    Thanks

  • @dedimariadi4829
    @dedimariadi4829 11 місяців тому

    Superb

  • @pomethz
    @pomethz 11 місяців тому

    Excellent panel. Thanks Eric and Jurriaan for organizing on behalf of POMS College of Operational Excellence.

  • @ahcreations4106
    @ahcreations4106 11 місяців тому

    thankyou sir ❤

  • @pancakeeatinginarow
    @pancakeeatinginarow Рік тому

    Please pin me!

  • @fengli-u2x
    @fengli-u2x Рік тому

    how can i use it ?

  • @B-Byte
    @B-Byte Рік тому

    I love this series!

  • @TamNguyen-gc5ug
    @TamNguyen-gc5ug Рік тому

    Love the content, big thank

  • @SphereofTime
    @SphereofTime Рік тому

    Excellent explanation!!😊

  • @SphereofTime
    @SphereofTime Рік тому

    How it will be relate with process of unit, batch shop, discrete, continuous flow??

  • @Soldier-on
    @Soldier-on Рік тому

    Thanks

  • @unni4346
    @unni4346 Рік тому

    Very Helpful especially with the graphics. Thank you

  • @bobdylan7909
    @bobdylan7909 Рік тому

    Gotta love that moustache!

  • @sinjinibakshi308
    @sinjinibakshi308 Рік тому

    Very helpful, thank you!

  • @squetch8057
    @squetch8057 Рік тому

    the challenge with the pull system is costs per part are probably higher

  • @ridaboutaam2665
    @ridaboutaam2665 Рік тому

    You very good, thank you for this is cours i help for understand all sytem production.

  • @abdul.harislahuddin4684
    @abdul.harislahuddin4684 Рік тому

    good insights

  • @leroyjenkins5679
    @leroyjenkins5679 Рік тому

    Never knew Salvador Dali was a Supply Chain specialist

  • @AbdulHaris-hr3sf
    @AbdulHaris-hr3sf Рік тому

    GOOD

  • @trunghieule3680
    @trunghieule3680 Рік тому

    This fascinating session delves deeply into the core of the supply chain, such as the JIT concept, and operational models as push and pull models, instead of just playing around with the hype trend about technological things. Personally, I was waiting for the distinguished professors to mention the words "postponement strategies" or ""delayed activities" as its positioning between MTS and MTO in a global setting (because it's what I am researching. haha). In fact, "postponement" closely relates to the joint projects of Prof. Thomas Choi and Prof. John Olhanger concerning locating strategic inventory locations along supply chains, the concept of the segment supply chain of Prof. Nada Sander and the ability to reserve capacity along with using buffer stocks to match actual demand (think of supply chain fulcrum) that Prof. Sodhi also mentions at the end. Overall, I am very honoured to hear from the great minds that I do admire a lot. Thank you, POM_ETH Zurich channel, for the recording.

    • @pomethz
      @pomethz Рік тому

      Thanks for your thoughtful comment Trung! Do you know that a paper was published open-access as a result of this webinar? Link below.

    • @pomethz
      @pomethz Рік тому

      pom.ethz.ch/news-and-events/news/2023/04/new-pom-publication-in-pom.html

  • @PrateekSingh-i4z1s
    @PrateekSingh-i4z1s Рік тому

    Exactly the kind of stuff I was looking for! I hope you keep making more of these, or better, launch a course!

    • @pomethz
      @pomethz Рік тому

      Thanks Prateek! We will keep going 😃

  • @AdilKhosa-dn3kz
    @AdilKhosa-dn3kz Рік тому

    Best explanation 🙏