Search results for "yksinkertaisuus"

showing 4 items of 4 documents

Simplifying Probabilistic Expressions in Causal Inference

2018

Obtaining a non-parametric expression for an interventional distribution is one of the most fundamental tasks in causal inference. Such an expression can be obtained for an identifiable causal effect by an algorithm or by manual application of do-calculus. Often we are left with a complicated expression which can lead to biased or inefficient estimates when missing data or measurement errors are involved. We present an automatic simplification algorithm that seeks to eliminate symbolically unnecessary variables from these expressions by taking advantage of the structure of the underlying graphical model. Our method is applicable to all causal effect formulas and is readily available in the …

FOS: Computer and information sciencesComputer Science - Artificial Intelligencegraph theoryyksinkertaisuussimplificationgraphical modelMachine Learning (stat.ML)Machine Learning (cs.LG)Computer Science - Learningprobabilistic expressionArtificial Intelligence (cs.AI)Statistics - Machine Learningkausaliteettipiirrosmerkitcausal inferencegraafit
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Simplicity and the art of something more: A cognitive-semiotic approach to simplicity and complexity in human-technology interaction and design exper…

2018

In human–technology interaction, the balance between simplicity and complexity has been much discussed. Emphasis is placed on the value of simplicity when designing for usability. Often simplicity is interpreted as reductionism, which compromises both the affective nature of the design and usability itself. This paper takes a cognitive–semiotic approach toward understanding the dynamics between the utilitarian benefits of simplicity in design and the art of something more: considerate complexity. The cognitive–semiotic approach to human–technology design experience is a vehicle for explaining the relationship between simplicity and complexity, and this relationship’s multisensory character …

ta113kognitioCognitive sciencekognitiivinen semiotiikkamoniaistisuusSocial PsychologyComputer scienceyksinkertaisuusCommunicationmedia_common.quotation_subjectdesignCognitionsimplicitysemiotiikkakompleksisuuskognitiotiedeHuman-Computer Interactionihminen-konejärjestelmätmultisensory experienceSemioticsSimplicitycomplexitycognitive semioticmedia_commonHuman Technology
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Olennaisia muutoksia : paradigmateoreettinen tutkimus tieteen kehityksen dynamiikasta

1997

tieteen kehitystiedeyhteisöyksinkertaisuusKuhn Thomas Sanomalia
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Identifying Critical Determinants of ‘Digital Customer Services’ Usage – An Exploratory Study

2019

Digital technology has reinvented retail business as well as commerce. This study aims to examine consumers’ perception and usage of digital customer services (DCS) and investigate three significant post-adoption and marketing consequences: simplicity, awareness, and usefulness. Using a purposeful sampling technique, 10 semi-structured, in-depth interviews were conducted with banking customers in Finland in January 2019. The research findings suggest that simplicity regarding DCS occupies a key position in their prolonged use, while awareness and usability are also important. This study offers some valuable theoretical and managerial implications and suggests an agenda for future research. …

tietoisuusKnowledge managementkäytettävyyshyödyllisyysbusiness.industryasiakaspalveluyksinkertaisuusmedia_common.quotation_subjectExploratory researchUsabilityResearch findingsdigital customer servicesPerceptionPurposeful samplingSuomiKey (cryptography)Position (finance)awarenessSimplicitydigitalisaatiobusinessFinlandmedia_common
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