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Challenges, Strategies and Adaptations on Interactive Dashboards

Mohammed Alhamadi
2020 Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization  
Consequently, we aim to examine and evaluate a set of adaptation techniques that can improve the experience of users interacting with dashboards.  ...  Through this research, we identify and investigate the challenges associated with dashboards, what users do in response to those challenges, and what adaptations can be applied to mitigate these challenges  ...  [34] investigated the impact of attention and working memory limitation on dashboard effectiveness through an eyetracking study.  ... 
doi:10.1145/3340631.3398678 dblp:conf/um/Alhamadi20 fatcat:2k2fwm65obdihd4gzg5vhyaq3i

Stream-dashboard

Basheer Hawwash, Olfa Nasraoui
2012 Proceedings of the 1st International Workshop on Big Data, Streams and Heterogeneous Source Mining Algorithms, Systems, Programming Models and Applications - BigMine '12  
Clustering data streams is a challenging problem that has received significant attention in the recent decade.  ...  This task comprises the continuous cluster model validation, monitoring, trend and change detection, and summarization of the cluster mining output.  ...  Acknowledgment This work was supported by US National Science Foundation Data Intensive Computation Grant IIS-0916489.  ... 
doi:10.1145/2351316.2351331 dblp:conf/kdd/HawwashN12 fatcat:t57eboa7svgg3mwgzv3e4espii

A Framework for Evaluating Dashboards in Healthcare [article]

Mengdie Zhuang, Dave Concannon, Ed Manley
2020 arXiv   pre-print
In making sense of diverse information sources, data dashboards have become an indispensable tool, providing fast, effective, adaptable, and personalized access to information for professionals and the  ...  However, these objectives place a heavy requirement on dashboards as information systems, resulting in poor usability and ineffective design.  ...  or examined or paid attention to by the user and the decisions made while examining the data.  ... 
arXiv:2009.04792v1 fatcat:yqtujco57rdetfphv6lwwehulq

EnergyScout: A Consumer Oriented Dashboard for Smart Meter Data Analytics [article]

Nafees Ahmed, Klaus Mueller
2019 arXiv   pre-print
Based on their continued feedback we designed EnergyScout - a dashboard with a versatile set of highly interactive visual tools with which consumers can understand the energy consumption of their household  ...  We worked with real household data and in close collaboration with consumer experts of a large local utility company.  ...  Section 2 presents background information and related work. Section 3 lists the design goals that guided our development. Section 4 describes our system and its implementation.  ... 
arXiv:1911.09284v1 fatcat:oozi6css7neyxb4o6wtzxx6tmm

Workflows in a Dashboard: A New Generation of Usability

Sandra Gesing, Malcolm Atkinson, Rosa Filgueira, Ian Taylor, Andrew Jones, Vlado Stankovski, Chee Sun Liew, Alessandro Spinuso, Gabor Terstyanszky, Peter Kacsuk
2014 2014 9th Workshop on Workflows in Support of Large-Scale Science  
The design allots agile Web frameworks and novel technologies to build a workflow dashboard offered in a web browser and connecting seamlessly to available workflow systems and external resources like  ...  This paper describes the approach targeting various workflow systems and building a single user interface for editing and monitoring workflows under consideration of aspects such as optimization and provenance  ...  The dashboard monitoring Web GUI and RPC backend implementation has been developed by the Information Technology Division at the Naval Research Laboratory, led by Joseph P. Macker.  ... 
doi:10.1109/works.2014.6 dblp:conf/sc/GesingAFTJSLSTK14 fatcat:5rilrknh7vckjfavqi4tzbz32m

The effect of interactive analytical dashboard features on situation awareness and task performance

Mario Nadj, Alexander Maedche, Christian Schieder
2020 Decision Support Systems  
Thus, designers and users of interactive analytical dashboards have to carefully mitigate these effects in the implementation and application of operational DSS.  ...  This paper contributes to the closing of this gap by exploring and empirically testing the effects of interactive analytical dashboard features on situation awareness (SA) and task performance in operational  ...  In such situations, operational decision-makers experience increasingly high mental workload in their attempt to process data with their own working memory [8] -a rather limited, laggard, and error-prone  ... 
doi:10.1016/j.dss.2020.113322 pmid:32834262 pmcid:PMC7234950 fatcat:e2mjcisamnfxjoyhqeug7qepv4

MultiVision: Designing Analytical Dashboards with Deep Learning Based Recommendation [article]

Aoyu Wu, Yun Wang, Mengyu Zhou, Xinyi He, Haidong Zhang, Huamin Qu, Dongmei Zhang
2021 arXiv   pre-print
We contribute a deep-learning-based method that assists in designing analytical dashboards for analyzing a data table.  ...  We compare our deep learning model with existing methods for visualization recommendation and conduct a user study to evaluate the usefulness of the system.  ...  This work was supported in part by a grant from XYZ.  ... 
arXiv:2107.07823v1 fatcat:fxatovmcrfgunovdo6ynfzee2a

Adaptive network diagram constructions for representing big data event streams on monitoring dashboards

Alexander V. Mantzaris, Thomas G. Walker, Cameron E. Taylor, Dustin Ehling
2019 Journal of Big Data  
Many of the queries (questions) users have of the datasets are not based upon information theoretic principles and are context sensitive.  ...  Removing features of the dataset (obscuring from view) can pose potential hazards in situations where outlier variables bring to the attention information which is not represented in the data but confined  ...  Publisher's Note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.  ... 
doi:10.1186/s40537-019-0187-2 fatcat:3vawu7fexrf2jjmfudwq7yvqwm

Evaluation of an anesthesia dashboard functional model based on IEEE 11073 SDC (Preprint)

Marian Ohligs, Carina Barbosa Pereira, Verena Voigt, Marcus Koeny, Armin Janss, Rolf Rossaint, Michael Czaplik
2018 JMIR Human Factors  
Merging the information from these devices using a single joint protocol and displaying it in a single graphical user interface could lead to a general improvement in perioperative management.  ...  However, further studies are necessary to improve the universal user interface and the interplay of the various networked devices.  ...  Acknowledgments The project was supported by the German Federal Ministry of Education and Research.  ... 
doi:10.2196/12553 pmid:31042150 pmcid:PMC6658249 fatcat:xer33ckwrrcz7oc7tjb3itncbm

Dashboard application model in supplier evaluation by using artificial immune system and data mining methods

Yüksel Yurtay, Murat Ayanoğlu
2021 Pamukkale University Journal of Engineering Sciences  
the dashboard.  ...  Especially usage of the data that is collected in electronic media and the ease of access to information forces businesses to review computer systems on point of production management.  ...  In addition, the dashboard provides information on work instructions and improvement suggestions, such as process information and process communication.  ... 
doi:10.5505/pajes.2020.54522 fatcat:72vek2zrwbd67ocp4wwasulw7i

Visually Supporting Source Code Changes Integration: The Torch Dashboard

Veroonica Uquillas Gomez, Stephane Ducasse, Theo D'Hondt
2010 2010 17th Working Conference on Reverse Engineering  
Our approach named Torch characterizes changes based on structural information, authors and symbolic information.  ...  It mixes textbased diff information with visual representation and metrics characterizing the changes.  ...  This work was supported by Ministry of Higher Education and Research, Nord-Pas de Calais Regional Council and FEDER through the "Contrat de Projets Etat Region (CPER) 2007-2013".  ... 
doi:10.1109/wcre.2010.15 dblp:conf/wcre/GomezDD10 fatcat:dv7bl2pykvel5d6bm4jezhwrdm

Evaluation of an Anesthesia Dashboard Functional Model Based on a Manufacturer-Independent Communication Standard: Comparative Feasibility Study

Marian Ohligs, Carina Barbosa Pereira, Verena Voigt, Marcus Koeny, Armin Janß, Rolf Rossaint, Michael Czaplik
2019 JMIR Human Factors  
Merging the information from these devices using a single joint protocol and displaying it in a single graphical user interface could lead to a general improvement in perioperative management.  ...  However, further studies are necessary to improve the universal user interface and the interplay of the various networked devices.  ...  Acknowledgments The project was supported by the German Federal Ministry of Education and Research.  ... 
doi:10.18154/rwth-2020-02018 fatcat:dwjcca4ca5agllg6e4oqvxwcnm

An exploratory study of an intranet dashboard in a multi-state healthcare system

Seth Wolpin
2006 Studies in Health Technology and Informatics  
Principals of user centered design and information management were used in the construction of the intranet dashboard.  ...  Findings should be balanced by the limited rigor in the research design and the web server log files which found few visitations to the dashboard.  ...  This also holds true for all of the members of the graduate committee who reananged their busy schedules to attend committee meetings and provided support and guidance when questions arose.  ... 
pmid:17102221 fatcat:7tv2a4pblrfuvl7r2csm2g4fam

An Interactive Test Dashboard with Diagnosis and Feedback Mechanisms to Facilitate Learning Performance

Chih-Ming Chen, Jung-Ying Wang, Li-Chieh Hsu
2021 Computers and Education: Artificial Intelligence  
Keywords: Digital dashboard for learning (DDL) Test dashboard with diagnosis and feedback Computer-adaptive science assessment Physics self-efficacy Technology acceptance A B S T R A C T This study developed  ...  on simultaneously considering test response time and correctness to assist students' learning.  ...  The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.  ... 
doi:10.1016/j.caeai.2021.100015 fatcat:tcnelw7qonbtjg4iatnrmpyp6u

A sustainable urban logistics dashboard from the perspective of a group of operational managers

Joëlle Morana, Jesus Gonzalez-Feliu, Prof Hamid Allaoui ,Dr. Alok Choudhary
2015 Management Research Review  
First, a synthesis of the main works on the subject is proposed, in order to provide a common grid of economic, environmental and social/societal indicators for Sustainable Supply Chain Management, after  ...  They show also a gap between classical expert-obtained indicators (mainly made by one or a small group of non-operational experts) and the proposed dashboard, made by and for operational managers.  ...  Acknowledgements Part of this work was supported by the ANNONA Project, financed by the French National Agency for Research (ANR), in its Sustainable City and Building program.  ... 
doi:10.1108/mrr-11-2014-0260 fatcat:ks44zemgojc6pbfvvd76urvxle
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