Web interface for machine learning as decision making support
(2019) MAMM01 20191Ergonomics and Aerosol Technology
- Abstract
- The thesis attempts to explore possibilities of implementing a user interface
visualization to a machine learning algorithm. As the algorithm in the thesis
does not take soft values into account, the visualization is meant to highlight
its’ drawbacks and aware the end user of how the results were generated. Therefore
the graphical representation is aimed to fortify the algorithm as decision
making support rather than decision making.
Machine learning algorithms differ thus making a general consensus towards a
graphical representation non-existent. In order to emphasize the user interface
aspects, the thesis writers gathered a selection of closely related phenomenon
and research articles both within the fields of design process... (More) - The thesis attempts to explore possibilities of implementing a user interface
visualization to a machine learning algorithm. As the algorithm in the thesis
does not take soft values into account, the visualization is meant to highlight
its’ drawbacks and aware the end user of how the results were generated. Therefore
the graphical representation is aimed to fortify the algorithm as decision
making support rather than decision making.
Machine learning algorithms differ thus making a general consensus towards a
graphical representation non-existent. In order to emphasize the user interface
aspects, the thesis writers gathered a selection of closely related phenomenon
and research articles both within the fields of design process and machine learning. (Less)
Please use this url to cite or link to this publication:
http://lup.lub.lu.se/student-papers/record/8974677
- author
- Hegelund, Jacob LU and Ljungqvist, Alexander LU
- supervisor
- organization
- course
- MAMM01 20191
- year
- 2019
- type
- H2 - Master's Degree (Two Years)
- subject
- keywords
- machine learning, design, user interface, web
- language
- English
- id
- 8974677
- date added to LUP
- 2019-04-23 11:04:29
- date last changed
- 2019-04-23 11:04:29
@misc{8974677, abstract = {{The thesis attempts to explore possibilities of implementing a user interface visualization to a machine learning algorithm. As the algorithm in the thesis does not take soft values into account, the visualization is meant to highlight its’ drawbacks and aware the end user of how the results were generated. Therefore the graphical representation is aimed to fortify the algorithm as decision making support rather than decision making. Machine learning algorithms differ thus making a general consensus towards a graphical representation non-existent. In order to emphasize the user interface aspects, the thesis writers gathered a selection of closely related phenomenon and research articles both within the fields of design process and machine learning.}}, author = {{Hegelund, Jacob and Ljungqvist, Alexander}}, language = {{eng}}, note = {{Student Paper}}, title = {{Web interface for machine learning as decision making support}}, year = {{2019}}, }