Using action-object pairs as a conceptual framework for transaction log analysis

Mimi Zhang, Bernard J. Jansen

Research output: Chapter in Book/Report/Conference proceedingChapter

4 Citations (Scopus)

Abstract

In this chapter, we present the action-object pair approach as a conceptual framework for conducting transaction log analysis. We argue that there are two basic components in the interaction between the user and the system recorded in a transaction log, which are action and object. An action is a specific expression of the user. An object is a self-contained information object, the recipient of the action. These two components form one interaction set or an action-object pair. A series of action-object pairs represents the interaction session. The action-object pair approach provides a conceptual framework for the collection, analysis, and understanding of data from transaction logs. We believe that this approach can benefit system design by providing the organizing principle for implicit feedback and other interactions concerning the user and delivering, for example, personalized service to the user based on this feedback. Action-object pairs also provide a worthwhile approach to advance our theoretical and conceptual understanding of transaction log analysis as a research method.

Original languageEnglish (US)
Title of host publicationHandbook of Research on Web Log Analysis
PublisherIGI Global
Pages416-435
Number of pages20
ISBN (Print)9781599049748
DOIs
StatePublished - Dec 1 2008

Fingerprint

Feedback
Systems analysis

All Science Journal Classification (ASJC) codes

  • Computer Science(all)

Cite this

Zhang, Mimi ; Jansen, Bernard J. / Using action-object pairs as a conceptual framework for transaction log analysis. Handbook of Research on Web Log Analysis. IGI Global, 2008. pp. 416-435
@inbook{6210d285da324ce39c1ad8433709ccb6,
title = "Using action-object pairs as a conceptual framework for transaction log analysis",
abstract = "In this chapter, we present the action-object pair approach as a conceptual framework for conducting transaction log analysis. We argue that there are two basic components in the interaction between the user and the system recorded in a transaction log, which are action and object. An action is a specific expression of the user. An object is a self-contained information object, the recipient of the action. These two components form one interaction set or an action-object pair. A series of action-object pairs represents the interaction session. The action-object pair approach provides a conceptual framework for the collection, analysis, and understanding of data from transaction logs. We believe that this approach can benefit system design by providing the organizing principle for implicit feedback and other interactions concerning the user and delivering, for example, personalized service to the user based on this feedback. Action-object pairs also provide a worthwhile approach to advance our theoretical and conceptual understanding of transaction log analysis as a research method.",
author = "Mimi Zhang and Jansen, {Bernard J.}",
year = "2008",
month = "12",
day = "1",
doi = "10.4018/978-1-59904-974-8.ch021",
language = "English (US)",
isbn = "9781599049748",
pages = "416--435",
booktitle = "Handbook of Research on Web Log Analysis",
publisher = "IGI Global",

}

Using action-object pairs as a conceptual framework for transaction log analysis. / Zhang, Mimi; Jansen, Bernard J.

Handbook of Research on Web Log Analysis. IGI Global, 2008. p. 416-435.

Research output: Chapter in Book/Report/Conference proceedingChapter

TY - CHAP

T1 - Using action-object pairs as a conceptual framework for transaction log analysis

AU - Zhang, Mimi

AU - Jansen, Bernard J.

PY - 2008/12/1

Y1 - 2008/12/1

N2 - In this chapter, we present the action-object pair approach as a conceptual framework for conducting transaction log analysis. We argue that there are two basic components in the interaction between the user and the system recorded in a transaction log, which are action and object. An action is a specific expression of the user. An object is a self-contained information object, the recipient of the action. These two components form one interaction set or an action-object pair. A series of action-object pairs represents the interaction session. The action-object pair approach provides a conceptual framework for the collection, analysis, and understanding of data from transaction logs. We believe that this approach can benefit system design by providing the organizing principle for implicit feedback and other interactions concerning the user and delivering, for example, personalized service to the user based on this feedback. Action-object pairs also provide a worthwhile approach to advance our theoretical and conceptual understanding of transaction log analysis as a research method.

AB - In this chapter, we present the action-object pair approach as a conceptual framework for conducting transaction log analysis. We argue that there are two basic components in the interaction between the user and the system recorded in a transaction log, which are action and object. An action is a specific expression of the user. An object is a self-contained information object, the recipient of the action. These two components form one interaction set or an action-object pair. A series of action-object pairs represents the interaction session. The action-object pair approach provides a conceptual framework for the collection, analysis, and understanding of data from transaction logs. We believe that this approach can benefit system design by providing the organizing principle for implicit feedback and other interactions concerning the user and delivering, for example, personalized service to the user based on this feedback. Action-object pairs also provide a worthwhile approach to advance our theoretical and conceptual understanding of transaction log analysis as a research method.

UR - http://www.scopus.com/inward/record.url?scp=84900633527&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84900633527&partnerID=8YFLogxK

U2 - 10.4018/978-1-59904-974-8.ch021

DO - 10.4018/978-1-59904-974-8.ch021

M3 - Chapter

AN - SCOPUS:84900633527

SN - 9781599049748

SP - 416

EP - 435

BT - Handbook of Research on Web Log Analysis

PB - IGI Global

ER -