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Capturing context and mental state of knowledge workers

Saskia Koldijk
2012 Proceedings of the 4th Information Interaction in Context Symposium on - IIIX '12  
 Automatic recognition of context and user state: how can we enable inference of relevant aspects of context and user state, based on unobtrusive sensing?  ...  We created an initial model to link various sensors to these different aspects of the user's context and mental state [3] .  ... 
doi:10.1145/2362724.2362786 dblp:conf/iiix/Koldijk12 fatcat:o3robbkq5rcrvnwe4b6vadi7z4

Automatic recognition of context and stress to support knowledge workers

Saskia Koldijk
2012 Proceedings of the 30th European Conference on Cognitive Ergonomics - ECCE '12  
Research approach -We collect unobtrusive sensor data and apply pattern recognition approaches to infer the context and stress level of the user.  ...  Findings/Design -The resulting system will be able to create more awareness on stress for knowledge workers, support them to improve their working pattern, resulting in an increase of well-being at work  ...  Much information about the user's current context and state can be captured.  ... 
doi:10.1145/2448136.2448185 dblp:conf/ecce/Koldijk12 fatcat:plmlmvo52nd6dn6xyonae64pcq

Interruptibility of Software Developers and its Prediction Using Psycho-Physiological Sensors

Manuela Züger, Thomas Fritz
2015 Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems - CHI '15  
With recent advances in psycho-physiological sensors and their link to cognitive and emotional states, we are interested whether such sensors might be used to measure interruptibility of a knowledge worker  ...  Interruptions of knowledge workers are common and can cause a high cost if they happen at inopportune moments.  ...  This work was funded in part by SNF and an ABB research grant.  ... 
doi:10.1145/2702123.2702593 dblp:conf/chi/ZugerF15 fatcat:dakgceqohre2njb34qad4ois2y

A Knowledge Component Framework for Enhancing Transdisciplinary Knowledge Assimilation

John N. Carbone, Stephen Ekwaro-Osire
2010 Transdisciplinary Journal of Engineering & Science  
Abstract Research shows that generating new knowledge is accomplished via natural human means: mental insights, scientific inquiry process, sensing, actions, and experiences, while context is information  ...  the importance threshold to become established in the mind of the stakeholder Context: Information which characterizes knowledge and gives it meaning Recursion: Repeated application of functions on information  ...  Specifically, a methodology was developed for capturing and representing organizational knowledge as a six-step procedure, which ranged from defining organizational knowledge to creation of a knowledge  ... 
doi:10.22545/2010/0005 fatcat:vhtaoogvfzhrpakoool6ngqhpe

Using Visual Histories to Reconstruct the Mental Context of Suspended Activities

Adam Rule, Aurélien Tabard, Jim Hollan
2017 Human-Computer Interaction  
For example: What types of mental context do knowledge workers typically reconstruct when resuming suspended activities?  ...  These questions led us to conduct a second study of the practices and cues knowledge workers currently use to restore mental context for a range of activities.  ... 
doi:10.1080/07370024.2017.1300063 fatcat:cmsztqooxbc7vf5ybcpb2aeh7q

Sharing CAM to Support Personalized Information Retrieval

Martin Memmel, Andreas Dengel
2007 ACM/IEEE Joint Conference on Digital Libraries  
The ability to provide the right resources in a given context is a key factor for the support of knowledge workers.  ...  , personalized information retrieval services in arbitrary contexts and applications.  ...  ), a context-sensitive system to support knowledge workers was developed [4, 10] .  ... 
dblp:conf/jcdl/MemmelD07 fatcat:f4shovu7p5c6xgkfdqfes73gdu

An Overview of Information Management and Knowledge Work Studies: Lessons for the Semantic Desktop

Eyal Oren
2006 International Semantic Web Conference  
We extract six practical lessons: focus on the individual, forget rigid classifications, follow the links, remember the context, value the power of paper, and keep it simple.  ...  The contribution of this paper is not technical, but presents an overview of relevant semantic desktop literature from the personal information management and human-computer interaction domains.  ...  From the literature, the following six categories of challenges emerged: a lack of good and thorough activity models of the knowledge worker, a misperception of the mental model behind categorising, an  ... 
dblp:conf/semweb/Oren06 fatcat:x53vxi6epffavdwtutiodczwgi

GLUCOSE: GeneraLized and COntextualized Story Explanations [article]

Nasrin Mostafazadeh, Aditya Kalyanpur, Lori Moon, David Buchanan, Lauren Berkowitz, Or Biran, Jennifer Chu-Carroll
2020 arXiv   pre-print
Using this platform, we collected a total of ~670K specific statements and general rules that capture implicit commonsense knowledge about everyday situations.  ...  However, when state-of-the-art neural models are trained on this knowledge, they can start to make commonsense inferences on unseen stories that match humans' mental models.  ...  We thank Andy Beck for the discussions around the GLUCOSE knowledge model and Jesse Dunietz for his discussions on the paper.  ... 
arXiv:2009.07758v2 fatcat:gwyqq5dkybbo5hzciuvhryxmue

A taxonomy of performance shaping factors for shield tunnel construction

Jue Li, Minghui Yu, Hongwei Wang
2018 Engineering Construction and Architectural Management  
First, a description of the STC context is proposed through the analysis of the STC context.  ...  The harsh underground working conditions and diverse resources of system information are identified as key characteristics of the STC context.  ...  The remaining PSFs constitute the mental state of workers in the STC context. The following is the relevant PSF groups and detailed PSFs.  ... 
doi:10.1108/ecam-06-2016-0155 fatcat:gp7p7myeifc3hivzg5da74ucyi

Understanding Personal Productivity

Young-Ho Kim, Eun Kyoung Choe, Bongshin Lee, Jinwook Seo
2019 Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems - CHI '19  
To deconstruct productivity's diverse and nebulous nature, we investigate how knowledge workers conceptualize personal productivity and delimit productive tasks in both work and non-work contexts.  ...  We report a 2-week diary study followed by a semi-structured interview with 24 knowledge workers.  ...  ACKNOWLEDGMENTS We thank our study participants for their time and efforts. We also thank Junhoe Kim and Valérie Erb for improving the OmniTrack platform.  ... 
doi:10.1145/3290605.3300845 dblp:conf/chi/KimCLS19 fatcat:t25mcqhpnvborfi3ro76pnskqq

Mental health care services in rural South Africa: a human capabilities approach

Fatiema Benjamin, Shelley A. Vickerman-Delport, Nicolette V. Roman
2021 Social Work in Mental Health  
Data were thematically analyzed and results revealed that participants had limited knowledge of what mental health is.  ...  Also highlighted was the lack of structural and human mental health care resources, and stigmatization.  ...  and Western perspective of mental health and takes into consideration South Africa's context.  ... 
doi:10.1080/15332985.2021.1927283 fatcat:lwzc24zm6vazlj7pvg7nmch2nu

Scaling Up for the "Bottom Billion": "5×5" Implementation of Community Mental Health Care in Low-Income Regions

Gary S. Belkin, Jürgen Unützer, Ronald C. Kessler, Helen Verdeli, Giuseppe J. Raviola, Katherine Sachs, Catherine Oswald, Eddy Eustache
2011 Psychiatric Services  
Acknowledgments and disclosures The authors acknowledge the input of Pamela Collins in early discussions of this planning work. In the 12 months before acceptance of the manuscript, Dr. Kessler  ...  of knowledge about the nature and names of illnesses and treatments and particular knowledge of the local context in which such treatments work and are revised.  ...  Managing issues of culture, adaptation, and context and using generalizable knowledge in local places is a routine, not exotic, challenge captured by the oft-described goal of linking evidence-based practice  ... 
doi:10.1176/ pmid:22193798 fatcat:ppgatyps4vbwho37enai27km2e

Experiences of mental health support workers in mental healthcare practice: three visual art narratives

Briege Casey, Margaret Webb
2021 Journal of Psychiatric and Mental Health Nursing  
Mental health support workers (MHSWs) make positive contributions to mental health recovery practice yet their roles and support needs are often unclear.  ...  S MHSW skills and knowledge were evident, however, this expertise and recovery focus was not valued in mental health services.  ...  Each image is quite different, and an analysis of both images reveals interesting perspectives about co-existing and possibly ambivalent states of providing and needing help in the context of mental health  ... 
doi:10.1111/jpm.12775 pmid:34038025 fatcat:5v3ihmrbc5gjjc4a6aco2yrkvy

Enhancing Behavioral Health Workforce in Youth Mental Health through Grand Challenges in Social Work

Harold Eugene Briggs
2016 Journal of Child and Adolescent Behaviour  
Within the grand challenges paradigm, this paper further articulates the need for enhanced clarity of competence for MSW and PhD educated social workers, for clear expectations that social work scholars  ...  and instructional standard in the academy of social work.  ...  Social workers have always made use of multiple sources of knowledge, from multiple disciplines to inform education, research and practice.  ... 
doi:10.4172/2375-4494.1000270 fatcat:gioa5ocxhfatxokbduokgt5zne

Personalized support for well-being at work: an overview of the SWELL project

Wessel Kraaij, Suzan Verberne, Saskia Koldijk, Elsbeth de Korte, Saskia van Dantzig, Maya Sappelli, Muhammad Shoaib, Steven Bosems, Reinoud Achterkamp, Alberto Bonomi, John Schavemaker, Bob Hulsebosch (+4 others)
2019 User modeling and user-adapted interaction  
These workers often have a sedentary lifestyle and are susceptible to mental health effects due to a high workload.  ...  This paper reflects on the lessons learned in the SWELL project that addressed the design of user-centered ICT applications for self-management of vitality in the domain of knowledge workers.  ...  Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (, which permits unrestricted use, distribution  ... 
doi:10.1007/s11257-019-09238-3 fatcat:7fcyev3bevgonpwhu3vbe7pura
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