Orchestrating Collaboration -Using visual Collaboration Suggestion for Steering of Research Clusters

Valdez, André Calero; Özdemir, Denis; Yazdi, M. Amin; Schaar, Anne Kathrin; Ziefle, Martina

doi:10.1016/j.promfg.2015.07.176

Cited by 4 publications

(3 citation statements)

References 10 publications

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“…Further, they showed that more than half of their study participants were interested in the new information. Two other studies used an online tool to facilitate interdisciplinary research in their university (Valdez, Özdemir, Yazdi, Schaar & Ziefle, 2015;Valdez, Schaar, Ziefle & Holzinger, 2014). The tool visualised researchers and their papers on a node graph and connected them to peers if they collaborated on publications.…”

Section: Methodsmentioning

confidence: 99%

Social and Spatial Precursors to Innovation: The Diversity Advantage of the Creative Fringe

Bilandžić

Casadevall

Foth

et al. 2018

JoCI

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Innovation spaces and hubs are increasing in numbers internationally. Entrepreneurs and start-up founders who use these spaces and hubs are often unaware of being inside an echo chamber, i.e. a filter bubble they share with only like-minded people who have similar ideas and approaches to innovation. Digital technologies that use algorithms can aggravate these echo chambers by filtering towards improved personalised experience and preferences. Yet, social inclusion fosters diverse ideas and creativity, hence, has a positive impact on innovation. We studied the social navigation patterns of entrepreneurs and start-up founders, and their awareness and opinion about homogeneity in innovation spaces. This data informed the design of a tool to escape their echo chambers. The tool gives its users the opportunity to discover networks and innovation spaces that are at the creative fringe, that is, marginalised from mainstream spaces and hubs for creativity and innovation. Our findings show that users of innovation spaces often find themselves surrounded by like-minded people. Further, our study participants welcomed the ability to identify fringe spaces in order to discover and access more diverse people and ideas. Our approach seeks to unlock the diversity advantage of the creative fringe for the purpose of creativity and innovation.

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Section: Methodsmentioning

confidence: 99%

Social and Spatial Precursors to Innovation: The Diversity Advantage of the Creative Fringe

Bilandžić

Casadevall

Foth

et al. 2018

JoCI

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“…The visualization of data should address the purpose of the recommender system and regard the end user and their intentions. A methodology to ensure this is the Design Study Methodology [69], which has been shown to be effective even in visual recommender system design [28,70]. Creating a visualization in a recommender fosters the users willingness to explore options and help explain individual recommendations [71].…”

Section: Methods To Design Health Recommender Systemsmentioning

confidence: 99%

“…By visualizing items in non-list based manners, and by showing how a recommendations come together, the results are more transparent to the users. Some of these interfaces are designed to foster exploration [1] and serendipity, others to provide overview and explanations [28].…”

Section: Interfaces and Interactive Recommender Systemsmentioning

confidence: 99%

Recommender Systems for Health Informatics: State-of-the-Art and Future Perspectives

Valdez

Ziefle

Verbert

et al. 2016

Lecture Notes in Computer Science

Self Cite

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Recommender systems are a classical example for machine learning applications, however, they have not yet been used extensively in health informatics and medical scenarios. We argue that this is due to the specifics of benchmarking criteria in medical scenarios and the multitude of drastically differing end-user groups and the enormous contextcomplexity of the medical domain. Here both risk perceptions towards data security and privacy as well as trust in safe technical systems play a central and specific role, particularly in the clinical context. These aspects dominate acceptance of such systems. By using a Doctor-in-the-Loop approach some of these difficulties could be mitigated by combining both human expertise with computer efficiency. We provide a three-part research framework to access health recommender systems, suggesting to incorporate domain understanding, evaluation and specific methodology into the development process.

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A visual recommendation system for co-authorship social networks (ChinaVis 2018)

Yan

Cui

2018

J Vis

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Orchestrating Collaboration -Using visual Collaboration Suggestion for Steering of Research Clusters

Cited by 4 publications

References 10 publications

Social and Spatial Precursors to Innovation: The Diversity Advantage of the Creative Fringe

Social and Spatial Precursors to Innovation: The Diversity Advantage of the Creative Fringe

Recommender Systems for Health Informatics: State-of-the-Art and Future Perspectives

A visual recommendation system for co-authorship social networks (ChinaVis 2018)

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