About: Markov Transition Matrix Analysis of Mathematical Expression Input Models

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An Entity of Type : schema:ScholarlyArticle, within Data Space : covidontheweb.inria.fr associated with source document(s)

Attributes	Values
type	Academic Article research paper schema:ScholarlyArticle
isDefinedBy	Covid-on-the-Web dataset
has title	Markov Transition Matrix Analysis of Mathematical Expression Input Models
Creator	Burr, Wesley Kang, Sohee Kim, Seyeon Pollanen, Marco Quinby, Francis Reynolds, Michael
Source	PMC
abstract	Computer software interfaces for mathematics collaboration and problem solving rely, as all interfaces do, on user identification and recognition of symbols (via icons and other contextual widgets). In this paper we examine the results of a short study which examined users interacting with mathematics software (Mathematics Classroom Communicator, MC[Formula: see text]) designed for education, real-time communication and collaboration. Videos were recorded of 14 users working through seven comprehensive problems in the MC[Formula: see text] interface. Extensive second-by-second coding was completed of the user’s actions and status throughout their work, and a set of transition matrices were tabulated, estimating transition probabilities between symbols, operators and other aspects of mathematical expressions. We discuss the results of these matrices, and their implications in the translation of abstract mathematical concepts into software interfaces, and further conclude with a brief discussion of suggestions for mathematical software interface design. This study also has applications in mathematical software usability and accessibility.
has issue date	2020-06-06(xsd:dateTime)
bibo:doi	10.1007/978-3-030-52200-1_45
has license	no-cc
sha1sum (hex)	b0a2f0221a0cede314574ce2a3a4902b38db94aa
schema:url	https://doi.org/10.1007/978-3-030-52200-1_45
resource representing a document's title	Markov Transition Matrix Analysis of Mathematical Expression Input Models
has PubMed Central identifier	PMC7340900
schema:publication	Mathematical Software - ICMS 2020
resource representing a document's body	covid:b0a2f0221a0cede314574ce2a3a4902b38db94aa#body_text
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