Standard
Changing with time: modelling and detecting user lifecycle periods in online community platforms. /
Rowe, Matthew.
Social informatics: 5th International Conference, SocInfo 2013, Kyoto, Japan, November 25-27, 2013, Proceedings. ed. / Adam Jatowt; Ee-Peng Lim; Ying Ding; Asako Miura; Taro Tezuka; Gaël Dias; Katsumi Tanaka; Andrew Flanagin; Bing Tian Dai. Springer-Verlag, 2013. p. 30-39 (Lecture Notes in Computer Science; Vol. 8238).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Harvard
Rowe, M 2013,
Changing with time: modelling and detecting user lifecycle periods in online community platforms. in A Jatowt, E-P Lim, Y Ding, A Miura, T Tezuka, G Dias, K Tanaka, A Flanagin & BT Dai (eds),
Social informatics: 5th International Conference, SocInfo 2013, Kyoto, Japan, November 25-27, 2013, Proceedings. Lecture Notes in Computer Science, vol. 8238, Springer-Verlag, pp. 30-39, International Conference on Social Informatics, Kyoto, Japan, United Kingdom,
25/11/13.
https://doi.org/10.1007/978-3-319-03260-3_3
APA
Rowe, M. (2013).
Changing with time: modelling and detecting user lifecycle periods in online community platforms. In A. Jatowt, E.-P. Lim, Y. Ding, A. Miura, T. Tezuka, G. Dias, K. Tanaka, A. Flanagin, & B. T. Dai (Eds.),
Social informatics: 5th International Conference, SocInfo 2013, Kyoto, Japan, November 25-27, 2013, Proceedings (pp. 30-39). (Lecture Notes in Computer Science; Vol. 8238). Springer-Verlag.
https://doi.org/10.1007/978-3-319-03260-3_3
Vancouver
Rowe M.
Changing with time: modelling and detecting user lifecycle periods in online community platforms. In Jatowt A, Lim EP, Ding Y, Miura A, Tezuka T, Dias G, Tanaka K, Flanagin A, Dai BT, editors, Social informatics: 5th International Conference, SocInfo 2013, Kyoto, Japan, November 25-27, 2013, Proceedings. Springer-Verlag. 2013. p. 30-39. (Lecture Notes in Computer Science). doi: 10.1007/978-3-319-03260-3_3
Author
Bibtex
@inproceedings{91da56f164684653811c69b1244d641d,
title = "Changing with time: modelling and detecting user lifecycle periods in online community platforms",
abstract = "In this paper we define the development of a user from entry to churn as his lifecycle that can be divided into discrete stages of development known as lifecycle periods. Prior work has examined how social networking site users have developed along isolated dimensions using lexical information [2] and social connections in the context of telecommunications networks [6]. We unify such dimensions by modelling and examining how users develop both socially and lexically, through contrasts of user properties (e.g. time-delimited in-degree distributions) against: (i) prior user properties; and (ii) the community in which the user is interacting. We identify salient traits of user development characterisable in the form of growth features, and demonstrate the applicability of such features within a vector space model by outperforming several baselines when detecting the lifecycle period of a given user.",
keywords = "online communities, user lifecycles, user evolution",
author = "Matthew Rowe",
year = "2013",
month = nov,
doi = "10.1007/978-3-319-03260-3_3",
language = "English",
isbn = "9783319032597",
series = "Lecture Notes in Computer Science",
publisher = "Springer-Verlag",
pages = "30--39",
editor = "Adam Jatowt and Ee-Peng Lim and Ying Ding and Asako Miura and Taro Tezuka and Dias, {Ga{\"e}l } and Katsumi Tanaka and Andrew Flanagin and Dai, {Bing Tian}",
booktitle = "Social informatics",
note = "International Conference on Social Informatics ; Conference date: 25-11-2013 Through 27-11-2013",
}
RIS
TY - GEN
T1 - Changing with time
T2 - International Conference on Social Informatics
AU - Rowe, Matthew
PY - 2013/11
Y1 - 2013/11
N2 - In this paper we define the development of a user from entry to churn as his lifecycle that can be divided into discrete stages of development known as lifecycle periods. Prior work has examined how social networking site users have developed along isolated dimensions using lexical information [2] and social connections in the context of telecommunications networks [6]. We unify such dimensions by modelling and examining how users develop both socially and lexically, through contrasts of user properties (e.g. time-delimited in-degree distributions) against: (i) prior user properties; and (ii) the community in which the user is interacting. We identify salient traits of user development characterisable in the form of growth features, and demonstrate the applicability of such features within a vector space model by outperforming several baselines when detecting the lifecycle period of a given user.
AB - In this paper we define the development of a user from entry to churn as his lifecycle that can be divided into discrete stages of development known as lifecycle periods. Prior work has examined how social networking site users have developed along isolated dimensions using lexical information [2] and social connections in the context of telecommunications networks [6]. We unify such dimensions by modelling and examining how users develop both socially and lexically, through contrasts of user properties (e.g. time-delimited in-degree distributions) against: (i) prior user properties; and (ii) the community in which the user is interacting. We identify salient traits of user development characterisable in the form of growth features, and demonstrate the applicability of such features within a vector space model by outperforming several baselines when detecting the lifecycle period of a given user.
KW - online communities
KW - user lifecycles
KW - user evolution
U2 - 10.1007/978-3-319-03260-3_3
DO - 10.1007/978-3-319-03260-3_3
M3 - Conference contribution/Paper
SN - 9783319032597
T3 - Lecture Notes in Computer Science
SP - 30
EP - 39
BT - Social informatics
A2 - Jatowt, Adam
A2 - Lim, Ee-Peng
A2 - Ding, Ying
A2 - Miura, Asako
A2 - Tezuka, Taro
A2 - Dias, Gaël
A2 - Tanaka, Katsumi
A2 - Flanagin, Andrew
A2 - Dai, Bing Tian
PB - Springer-Verlag
Y2 - 25 November 2013 through 27 November 2013
ER -
