TUTCRIS - Tampereen teknillinen yliopisto

TUTCRIS

Guidelines for development and evaluation of usage data analytics tools for human-machine interactions with industrial manufacturing systems

Tutkimustuotosvertaisarvioitu

Yksityiskohdat

AlkuperäiskieliEnglanti
OtsikkoMindtrek 2018 - Proceedings of the 22nd International Academic Mindtrek Conference
KustantajaACM
Sivut172-181
Sivumäärä10
ISBN (elektroninen)9781450365895
DOI - pysyväislinkit
TilaJulkaistu - 10 lokakuuta 2018
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisussa
TapahtumaInternational Academic Mindtrek Conference - Tampere, Suomi
Kesto: 10 lokakuuta 201811 lokakuuta 2018

Conference

ConferenceInternational Academic Mindtrek Conference
MaaSuomi
KaupunkiTampere
Ajanjakso10/10/1811/10/18

Tiivistelmä

We present the lessons learned during the development and evaluation process for UX-sensors, a visual data analytics tool for inspecting logged usage data from flexible manufacturing systems (FMS). Based on the experiences during a collaborative development process with practitioners from one FMS supplier company, we propose guidelines to support other developers of visual data analytics tools for usage data logging in context of complex industrial systems. For instance, involving stakeholders with different roles can help to identify user requirements and generate valuable development ideas. Tool developers should confirm early access to real usage data from customers' systems and familiarize themselves with the log data structure. We argue that combining expert evaluations with field study methods can provide a more diverse set of usability issues to address. For future research, we encourage studies on insights emerging from usage data analytics and their impact on the viewpoints of the supplier and customer.