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Talking datasets: Understanding data sensemaking behaviours [article]

Laura Koesten, Kathleen Gregory, Paul Groth, Elena Simperl
2020 arXiv   pre-print
Despite this potential, relatively little is known about a key step in data reuse: people's behaviours involved in data-centric sensemaking.  ...  We use our findings to identify and detail common activity patterns and necessary data attributes across three clusters of sensemaking activities: inspecting data, engaging with content, and placing data  ...  EP/P025676/1 and by the NWO Grant 652.001.002 Re-search: Contextual search for scientific research data.  ... 
arXiv:1911.09041v3 fatcat:7kuo24ntunhthgqmpn2mp5olmq

Talking datasets – understanding data sensemaking behaviours

Laura Koesten, Kathleen Gregory, Paul Groth, Elena Simperl
2020 International Journal of Human-Computer Studies  
Despite this potential, relatively little attention has been paid to a key step in data reuse: the behaviours involved in datacentric sensemaking.  ...  We use our findings to identify and detail common patterns of data-centric sensemaking across three clusters of activities that we present as a framework: inspecting data, engaging with content, and placing  ...  EP/P025676/1 and by the NWO Grant 652.001.002 Re-search: Contextual search for scientific research data.  ... 
doi:10.1016/j.ijhcs.2020.102562 fatcat:3m4hncdifrdd3asvn2u2wlvh6m

arcs.fm - A Backdrop Visualization for Music Talk [article]

Dominikus Baur, Andreas Butz, Sheelagh Carpendale
2012 Eurographics Conference on Visualization  
The shift towards digital music allows us to meticulously keep track of all songs we have listened to and to have access to this data to augment our memories.  ...  To illustrate this concept we describe arcs.fm, a case study for music talk, as an exemplary backdrop visualization.  ...  Data and meta-dataset Last.fm (http://www.last.fm) is a web-service that collects listening histories with their client software.  ... 
doi:10.2312/pe/eurovisshort/eurovisshort2012/109-113 dblp:conf/vissym/BaurBC12 fatcat:cd7fdcmiabcf7he3vl6ctmjnci

The performativity of leadership talk

Barbara Simpson, Linda Buchan, John Sillince
2017 Leadership  
The paper makes contributions to both theory and methodology, which are elaborated empirically to show how different types of talk relate to different phases of leadership practice.  ...  Forthcoming in Leadership The performativity of leadership talk ABSTRACT Leadership-as-practice holds great promise for the re-theorization of leadership in ways that reflect the dynamics of ongoing practice  ...  This produced a reduced dataset of more than 45,000 words (1097 speaking turns) across 12 meetings.  ... 
doi:10.1177/1742715017710591 fatcat:4joaeivwt5cjvojsxnksk7kfhq

What we talk about when we talk about HSE and culture – A mapping and analysis of the academic discourses

Rolf Johan Bye, Asbjørn Lein Aalberg, Jens Olgard Dalseth Røyrvik
2020 Safety Science  
The review of the papers has been supported by a statistical analysis of data obtained by a structured and systematic registration of information from papers addressing "culture" and "HSE".  ...  The papers addressing "national culture" seem to use "culture" to explain variations in behaviour between defined social groups.  ...  and 26 are based on survey data in combination with other data (e.g. accident data).  ... 
doi:10.1016/j.ssci.2020.104846 fatcat:mhwvhs2vwnhatfne7lyolk6dgi

Aspirational Talk in Strategy Texts: A Longitudinal Case Study of Strategic Episodes in Corporate Social Responsibility Communication

Visa Penttilä
2019 Business & Society  
to understand human behaviour.  ...  I employed the previous data on the strategy process described above as a secondary dataset to understand the contextual nuances of the focal strategy document.  ... 
doi:10.1177/0007650319825825 fatcat:bjygo3vdezchhcnugvsz2pmyyy

Everything you always wanted to know about a dataset: studies in data summarisation

Laura Koesten, Elena Simperl, Tom Blount, Emilia Kacprzak, Jeni Tennison
2019 International Journal of Human-Computer Studies  
order to understand how meaningful summaries look like.  ...  a crowdsourcing component with overall 80 data-literate participants, who produced summaries for 25 datasets.  ...  Acknowledgements This project was supported by the European Union Horizon 2020 research and innovation programme under the Marie Skłodowska-Curie grant agreement No 642795,and No 780247 and by the EPSRC Data  ... 
doi:10.1016/j.ijhcs.2019.10.004 fatcat:glnaoezefrgi3cbpn5pcdzqusu

Everything you always wanted to know about a dataset: studies in data summarisation [article]

Laura Koesten, Elena Simperl, Emilia Kacprzak, Tom Blount, Jeni Tennison
2018 arXiv   pre-print
In this paper, we explore the characteristics of text summaries of data in order to understand how meaningful summaries look like.  ...  a crowdsourcing component with overall 80 data-literate participants, which produced summaries for 25 datasets.  ...  The students were encouraged to document their data seeking behaviour directly after each search session and to reflect upon their data selection choices.  ... 
arXiv:1810.12423v1 fatcat:uro63i46tzf3dbw7bp55iapb6m

Enhancing Personal Informatics Through Social Sensemaking

Aare Puussaar, Adrian K. Clear, Peter Wright
2017 Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems - CHI '17  
In this paper, we explore the concept of social sensemaking.  ...  In a field trial of CM, we explore design issues around willingness to share data reciprocally; the importance of familiarity between individuals; and understandings of common activities in contextualising  ...  Please contact Newcastle Research Data Service at rdm@ncl.ac.uk for further information or access requests.  ... 
doi:10.1145/3025453.3025804 dblp:conf/chi/PuussaarCW17 fatcat:ptoqztubq5ex5kc775rxth4d3y

Requirements for Big Data Analytics Supporting Decision Making: A Sensemaking Perspective [chapter]

Lydia Lau, Fan Yang-Turner, Nikos Karacapilidis
2014 Studies in Big Data  
Reflection on this outcome has further advanced our understanding on the complexity and the potential of individual and collaborative sensemaking models for big data analytics.  ...  In this chapter, we aim to advance our understanding on the synergy between human and machine intelligence in tackling big data analysis.  ...  Step 2: Application of Sensemaking Models In addition to data collection from the ground, theoretical models for sensemaking were identified for a deeper understanding of sensemaking behaviour in each  ... 
doi:10.1007/978-3-319-02612-1_3 fatcat:h5o73bxaxnfn5ghtzwv6rvdmcm

Collaborative web search in context

Ryan Kelly, Stephen J. Payne
2014 Proceedings of the 17th ACM conference on Computer supported cooperative work & social computing - CSCW '14  
However, the use of these tools has not been studied outside of the laboratory, and as collaborative search becomes increasingly commonplace in everyday life, there is a need to understand whether the  ...  Search Process While we were not able to log behavioural data about search activity, participants did provide verbal accounts of their search process, and these are instructive in terms of understanding  ...  Analysis All interviews were recorded and transcribed by the first author, allowing for early familiarisation with the dataset and development of initial understanding.  ... 
doi:10.1145/2531602.2531617 dblp:conf/cscw/KellyP14 fatcat:4nisztojmrhojnibs3cvdu6xpa

Bottom-up innovation for health management capacity development: a qualitative case study in a South African health district

Marsha Orgill, Bruno Marchal, Maylene Shung-King, Lwazikazi Sikuza, Lucy Gilson
2021 BMC Public Health  
Understanding capacity as a property of the health system rather than only of individuals, the research explored the mechanisms triggered in context to produce outputs, including the initial sensemaking  ...  To understand the processes and mechanisms triggered in the local context and identify outputs, we conducted 15 interviews with managers in the management team and seven with non-state actors.  ...  Sensemaking has to do with the way managers understand, interpret and create sense for themselves [11, 53, 69] .  ... 
doi:10.1186/s12889-021-10546-w pmid:33761911 fatcat:2wlvri7dengvvb7x4nwpt7sqoi

Accommodating Practices During Episodes of Disillusionment with Mobile IT

Efpraxia D. Zamani, Nancy Pouloudi, George Giaglis, Jonathan Wareham
2019 Information Systems Frontiers  
We deploy a data/frame model to study this process and investigate resistance-related reactions and the deployment of accommodating practices at the individual level.  ...  Analyzing user blogs that provide narratives on user interaction with tablets, we identify triggers of episodes of disillusionment and illustrate five sensemaking paths that users follow, eventually leading  ...  The Data/Frame Theory of Sensemaking The Data/Frame theory of sensemaking builds upon two main concepts: data and frames.  ... 
doi:10.1007/s10796-019-09972-4 fatcat:gyctdo2povhmzb6f45rmvbwzcu

School principals' understandings of student difference and diversity and how these understandings influence their work

Katina Pollock, Patricia Briscoe
2019 International Journal of Educational Management  
how this sensemaking influences their professional practice.  ...  their student populations and beyond, how to address these complexities and how their own understandings and beliefs influence their leadership practices.  ...  Elements of both snowball and convenience sampling strategies were used to populate the dataset during the latter stages of data collection, as participants identified colleagues they thought might be  ... 
doi:10.1108/ijem-07-2019-0243 fatcat:6ywrs2usmrhjdlxz3ccboagume

Making Open Data Work for Civic Advocacy

Aare Puussaar, Ian G. Johnson, Kyle Montague, Philip James, Peter Wright
2018 Proceedings of the ACM on Human-Computer Interaction  
While the open data movement now permits citizens to acquire governmental data relating to their communities, little to no effort is made to ensure that these datasets are accessible and interpretable  ...  Leveraging visual map-based querying, citizens can access official statistics about their community, interrogate the data, and map their own data sources to create data visualisations.  ...  Please contact Newcastle Research Data Service at rdm@ncl.ac.uk for further information or access requests.  ... 
doi:10.1145/3274412 fatcat:hq6xcp3fwfdmnlvqdrylcha3dq
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