Expanding the Scope: Interaction Design Perspectives for Visual Analytics

Green, Tera Marie; Wakkary, Ron; Arias-Hernandez, Richard

doi:10.1109/hicss.2011.199

Cited by 8 publications

(6 citation statements)

References 16 publications

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“…While the data indicate that interaction dialogs allows users sufficient access to information, the evidence tend to suggest a trend in which the dialogs were often less comprehensible to the users in ways that made VA tools rather unsuitable for the analytic tasks. This is perhaps a clear indication of what Green et al (2011) refers to as the general disposition to create interfaces based on their own methodologies and interaction metaphors. Clearly, this mismatch underlines the need for interaction design techniques that are user-adapted and context-oriented.…”

Section: Discussionmentioning

confidence: 97%

Towards a product design assessment of visual analytics in decision support applications: a systematic review

2015

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There is currently an increasing effort to develop visual analytics (VA) tools that can support human analytical reasoning and decision making. In the last decade, advances in this field has allowed the application of various kinds of VA systems in real-world settings. While this represents a promising start from a product design perspective, part of the challenge to the research community is that current VA tools have evolved without due consideration of standardized design criteria and processes. Accordingly, some questions remain to be addressed on what are the useful, underlying attributes of effective VA tools and how their impact can be measured in human-product interaction. These considerations indicate a need to identify a specific range of VA tools and assess their capabilities through state-of-the-art empirical analysis. To address these issues, we conducted a systematic review of 470 VA papers published between 2006 and 2012. We report on the bibliometric techniques, the evaluation attributes and the metrics that were used to sample and analyze the body of literature. The analysis focused mainly on 26 papers that implemented visual analytics decision support tools. The results are presented in the form of B Ovo Adagha osadagha@ucalgary.ca Richard M. Levy six inductively derived design recommendations that, when taken together, uniquely contribute to the fields of product design and visual analytics.

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Section: Discussionmentioning

confidence: 97%

Towards a product design assessment of visual analytics in decision support applications: a systematic review

2015

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“…how the analyst make sense of the data [4] which, in a visual analytics context, is enabled through visualization of and interaction with the computational bases and results. However, the human reasoning strategies involved can significantly vary where the analysts can follow strategies and heuristics such as trial and error, means-end analysis, saticficing, expected utility, abduction, induction and deduction (see [4], [5] for more information).…”

Section: Visual Analytics For Supporting Sense-makingmentioning

confidence: 99%

Supporting Analytical Reasoning

Helldin

Riveiro

Pashami

et al. 2016

Human Interface and the Management of Information: Applications and Services

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“…Sin embargo, no existe una unidad estándar de cognición y el razonamiento humano es algo subjetivo que depende muchas veces del propio contexto, por lo que el éxito de las visualizaciones es difícilmente medible [30]. Los principios sobre los cuales han sido creadas no están siempre claros o son dejados al albedrio del desarrollador, y debido a ello, su éxito puede ponerse en duda.…”

Section: Decisionesunclassified

“…El ser humano aprende por naturaleza, basándose en la información adquirida de la interacción con el entorno [30]. Siguiendo este modelo, los sistemas BI actuales integran interfaces interactivas que permiten la manipulación de los objetos visuales mostrados, dándoles la opción de elegir qué y cómo se visualizan los datos [31].…”

Section: Decisionesunclassified

Importance of visualization usage in enterprise decision making environements

Cota

Castro

Dominguez

2014

2014 9th Iberian Conference on Information Systems and Technologies (CISTI)

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Resumen -El rol de las herramientas de visualización ha adquirido gran preponderancia dentro del análisis de datos y soporte a toma de decisiones en entornos empresariales. El crecimiento de los canales de generación de información llega a provocar una sobrecarga que pone en riesgo la capacidad de análisis de los diferentes actores del órgano empresarial. Para afrontar este problema, los principales sistemas de Business Intelligence del mercado comienzan a hacer uso de técnicas de visualización para proveer mecanismos que permitan al usuario ver y comprender grandes volúmenes abstractos de información. Sin embargo, el componente humano de la toma de decisiones hace que el buen aprovechamiento de la analítica visual depende en gran medida de la cultura organizativa de cada empresa.. Palabras Clave -Análisis Visual, Sistemas de Soporte a Decisiones, Business Intelligence.Abstract -Visualization tools have acquired a dominance roll within the data analysis and decision making support systems inside enterprise environments. Growth of information generation channels gets to bring an overload that jeopardizes analysis capacity in the different actors from the enterprise organ. In order to confront this problem, the main Business Intelligence market systems begin to brand use of visualization techniques to provide mechanisms that allow user to see and understand great volumes of abstract information. Nevertheless, decision making's human component causes that the good advantage of visual analytics depends to a great extent on the company's organizational culture. I. INTRODUCCIÓNLas empresas son organismos que a través de la administración de recursos, capital y trabajo [1] realizan su actividad en un entorno social, liberando soluciones de alto valor agregado que le permiten obtener resultados y generar beneficios. En un mundo globalizado, la incesante variabilidad de los mercados impone una constante toma de decisiones por parte de los gestores. Las decisiones, por lo general, desembocan en directivas de planificación, organización, dirección o control [2] que son ejecutadas con la intención de cumplir los objetivos marcados.Una decisión supone una irrevocable disposición de recursos [3] y la optimización de los mismos es fundamental para alcanzar las metas establecidas. Dada esta premisa, se puede afirmar que el análisis de las actividades corporativas es una disciplina inherente a la gestión empresarial y que los sistemas de soporte a la toma de decisiones forman parte, en mayor o menor medida, del ecosistema natural de cualquier empresa.En los últimos años, hitos como la banalización de Internet y los dispositivos móviles, la popularidad de las redes sociales o el asentamiento del comercio electrónico han provocado que el crecimiento de los canales de generación de información, junto con su diversidad y heterogeneidad, genere una paradoja que los sistemas de informáticos deben esforzarse en resolver: Los datos son recibidos desde cada vez más fuentes, con mayor frecuencia y recopilados con tasas de almacenamiento má...

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Expanding the Scope: Interaction Design Perspectives for Visual Analytics

Cited by 8 publications

References 16 publications

Towards a product design assessment of visual analytics in decision support applications: a systematic review

Towards a product design assessment of visual analytics in decision support applications: a systematic review

Supporting Analytical Reasoning

Importance of visualization usage in enterprise decision making environements

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