A research framework for the smartphone-based contextual study of mobile knowledge work

Mikko Heiskala; Eero Palomäki; Matti Vartiainen; Kai Hakkarainen; Hanni Muukkonen

doi:10.1007/978-3-319-07626-3_23

A research framework for the smartphone-based contextual study of mobile knowledge work

Mikko Heiskala
, Eero Palomäki
, Matti Vartiainen
, Kai Hakkarainen
, Hanni Muukkonen

Tutkimustuotos: Artikkeli kirjassa/konferenssijulkaisussa › Conference article in proceedings › Scientific › vertaisarvioitu

1 Sitaatiot (Scopus)

Abstrakti

We present an initial research framework for the contextual study of mobile knowledge work that combines automatic, objective data collection from smartphone sensors with subjective participant self-reported data possibly complemented with researcher conducted interviews. The framework shows how raw sensor data, contextual information inferred from the sensor data, both in real-time and post hoc, can be used in tandem with smartphone administered questionnaires and post hoc in-depth interviews to study mobile knowledge work. We evaluate the framework by reporting some early experiences from a pilot study of mobile knowledge work.

Alkuperäiskieli	Englanti
Otsikko	Design, User Experience, and Usability
Alaotsikko	User Experience Design for Diverse Interaction Platforms and Environments - Third International Conference, DUXU 2014, Held as Part of HCI Int. 2014, Proc.
Kustantaja	Springer
Sivut	246-257
Sivumäärä	12
Painos	PART 2
ISBN (painettu)	9783319076256
DOI - pysyväislinkit	https://doi.org/10.1007/978-3-319-07626-3_23
Tila	Julkaistu - 1 tammik. 2014
OKM-julkaisutyyppi	A4 Artikkeli konferenssijulkaisussa
Tapahtuma	International Conference on Design, User Experience, and Usability - Heraklion, Kreikka Kesto: 22 kesäk. 2014 → 27 kesäk. 2014 Konferenssinumero: 3

Julkaisusarja

Nimi	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Numero	PART 2
Vuosikerta	8518 LNCS
ISSN (painettu)	0302-9743
ISSN (elektroninen)	1611-3349

Conference

Conference	International Conference on Design, User Experience, and Usability
Lyhennettä	DUXU
Maa/Alue	Kreikka
Kaupunki	Heraklion
Ajanjakso	22/06/2014 → 27/06/2014

Pääsy asiakirjaan

10.1007/978-3-319-07626-3_23

Muut tiedostot ja linkit

Link to publication in Scopus

Siteeraa tätä

Heiskala, M., Palomäki, E., Vartiainen, M., Hakkarainen, K., & Muukkonen, H. (2014). A research framework for the smartphone-based contextual study of mobile knowledge work. teoksessa Design, User Experience, and Usability: User Experience Design for Diverse Interaction Platforms and Environments - Third International Conference, DUXU 2014, Held as Part of HCI Int. 2014, Proc. (PART 2 toim., Sivut 246-257). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vuosikerta 8518 LNCS, Nro PART 2). Springer. https://doi.org/10.1007/978-3-319-07626-3_23

Heiskala, Mikko ; Palomäki, Eero ; Vartiainen, Matti et al. / A research framework for the smartphone-based contextual study of mobile knowledge work. Design, User Experience, and Usability: User Experience Design for Diverse Interaction Platforms and Environments - Third International Conference, DUXU 2014, Held as Part of HCI Int. 2014, Proc.. PART 2. toim. Springer, 2014. Sivut 246-257 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 2).

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title = "A research framework for the smartphone-based contextual study of mobile knowledge work",

abstract = "We present an initial research framework for the contextual study of mobile knowledge work that combines automatic, objective data collection from smartphone sensors with subjective participant self-reported data possibly complemented with researcher conducted interviews. The framework shows how raw sensor data, contextual information inferred from the sensor data, both in real-time and post hoc, can be used in tandem with smartphone administered questionnaires and post hoc in-depth interviews to study mobile knowledge work. We evaluate the framework by reporting some early experiences from a pilot study of mobile knowledge work.",

keywords = "context-awareness, mobile data collection, mobile knowledge work, mobile sensing, smartphone-based research",

author = "Mikko Heiskala and Eero Palom{\"a}ki and Matti Vartiainen and Kai Hakkarainen and Hanni Muukkonen",

year = "2014",

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Heiskala, M, Palomäki, E, Vartiainen, M, Hakkarainen, K & Muukkonen, H 2014, A research framework for the smartphone-based contextual study of mobile knowledge work. julkaisussa Design, User Experience, and Usability: User Experience Design for Diverse Interaction Platforms and Environments - Third International Conference, DUXU 2014, Held as Part of HCI Int. 2014, Proc.. PART 2 toim, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Nro PART 2, Vuosikerta 8518 LNCS, Springer, Sivut 246-257, International Conference on Design, User Experience, and Usability, Heraklion, Kreikka, 22/06/2014. https://doi.org/10.1007/978-3-319-07626-3_23

A research framework for the smartphone-based contextual study of mobile knowledge work. / Heiskala, Mikko; Palomäki, Eero; Vartiainen, Matti et al.
Design, User Experience, and Usability: User Experience Design for Diverse Interaction Platforms and Environments - Third International Conference, DUXU 2014, Held as Part of HCI Int. 2014, Proc.. PART 2. toim. Springer, 2014. s. 246-257 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vuosikerta 8518 LNCS, Nro PART 2).

Tutkimustuotos: Artikkeli kirjassa/konferenssijulkaisussa › Conference article in proceedings › Scientific › vertaisarvioitu

TY - GEN

T1 - A research framework for the smartphone-based contextual study of mobile knowledge work

AU - Heiskala, Mikko

AU - Palomäki, Eero

AU - Vartiainen, Matti

AU - Hakkarainen, Kai

AU - Muukkonen, Hanni

N1 - Conference code: 3

PY - 2014/1/1

Y1 - 2014/1/1

N2 - We present an initial research framework for the contextual study of mobile knowledge work that combines automatic, objective data collection from smartphone sensors with subjective participant self-reported data possibly complemented with researcher conducted interviews. The framework shows how raw sensor data, contextual information inferred from the sensor data, both in real-time and post hoc, can be used in tandem with smartphone administered questionnaires and post hoc in-depth interviews to study mobile knowledge work. We evaluate the framework by reporting some early experiences from a pilot study of mobile knowledge work.

AB - We present an initial research framework for the contextual study of mobile knowledge work that combines automatic, objective data collection from smartphone sensors with subjective participant self-reported data possibly complemented with researcher conducted interviews. The framework shows how raw sensor data, contextual information inferred from the sensor data, both in real-time and post hoc, can be used in tandem with smartphone administered questionnaires and post hoc in-depth interviews to study mobile knowledge work. We evaluate the framework by reporting some early experiences from a pilot study of mobile knowledge work.

KW - context-awareness

KW - mobile data collection

KW - mobile knowledge work

KW - mobile sensing

KW - smartphone-based research

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T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

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BT - Design, User Experience, and Usability

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Heiskala M, Palomäki E, Vartiainen M, Hakkarainen K, Muukkonen H. A research framework for the smartphone-based contextual study of mobile knowledge work. julkaisussa Design, User Experience, and Usability: User Experience Design for Diverse Interaction Platforms and Environments - Third International Conference, DUXU 2014, Held as Part of HCI Int. 2014, Proc.. PART 2 toim. Springer. 2014. s. 246-257. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 2). doi: 10.1007/978-3-319-07626-3_23

A research framework for the smartphone-based contextual study of mobile knowledge work

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