Decision Tree and Fuzzy Logic in The Audit of Information System for Tax Letter Issuance

Irfanur Ilham Febriansyah; Riyanarto Sarno; Ratih Ne Anggraini

doi:10.1109/IES55876.2022.9888372

Decision Tree and Fuzzy Logic in The Audit of Information System for Tax Letter Issuance

Irfanur Ilham Febriansyah
, Riyanarto Sarno
, Ratih Ne Anggraini

Institut Teknologi Sepuluh Nopember

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

3 Citations (Scopus)

Abstract

An information system audit is a way that can be taken to ensure the quality of information systems in an organization. One of the problems faced is objectivity in assessing quality which can be overcome by mining the processes, where the audit process utilizes event logs from the audited information system. In the domain of government in Indonesia, information system audit has not been widely conducted, as has never been done in the information system for tax letters issuance at the Regional Revenue Agency of East Java Province. An audit is conducted to determine whether the information system has been running in accordance with the needs of the organization. This study implements part of the process mining: the system conformance assessment using Fuzzy. The dataset used as input comes from the event log classification process using the Decision Tree classifier. The study results indicate that the system alignment score is 2.754031 or medium predicate.

Original language	English
Title of host publication	IES 2022 - 2022 International Electronics Symposium
Subtitle of host publication	Energy Development for Climate Change Solution and Clean Energy Transition, Proceeding
Editors	Andhik Ampuh Yunanto, Yanuar Risah Prayogi, Putu Agus Mahadi Putra, Hendhi Hermawan, Nailussa'ada Nailussa'ada, Maretha Ruswiansari, Mohamad Ridwan, Farida Gamar, Afifah Dwi Ramadhani, Weny Mistarika Rahmawati, Muhammad Rizani Rusli
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	581-586
Number of pages	6
ISBN (Electronic)	9781665489713
DOIs	https://doi.org/10.1109/IES55876.2022.9888372
Publication status	Published - 2022
Event	24th International Electronics Symposium, IES 2022 - Surabaya, Indonesia Duration: 9 Aug 2022 → 11 Aug 2022

Publication series

Name	IES 2022 - 2022 International Electronics Symposium: Energy Development for Climate Change Solution and Clean Energy Transition, Proceeding

Conference

Conference	24th International Electronics Symposium, IES 2022
Country/Territory	Indonesia
City	Surabaya
Period	9/08/22 → 11/08/22

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 7 Affordable and Clean Energy

Keywords

Decision Tree
Fuzzy
Information System Audit
Process Mining
Tax Letters Issuance
Variable Correlation

Access to Document

10.1109/IES55876.2022.9888372

Cite this

Febriansyah, I. I., Sarno, R., & Anggraini, R. N. (2022). Decision Tree and Fuzzy Logic in The Audit of Information System for Tax Letter Issuance. In A. A. Yunanto, Y. R. Prayogi, P. A. M. Putra, H. Hermawan, N. Nailussa'ada, M. Ruswiansari, M. Ridwan, F. Gamar, A. D. Ramadhani, W. M. Rahmawati, & M. R. Rusli (Eds.), IES 2022 - 2022 International Electronics Symposium: Energy Development for Climate Change Solution and Clean Energy Transition, Proceeding (pp. 581-586). (IES 2022 - 2022 International Electronics Symposium: Energy Development for Climate Change Solution and Clean Energy Transition, Proceeding). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IES55876.2022.9888372

Febriansyah, Irfanur Ilham ; Sarno, Riyanarto ; Anggraini, Ratih Ne. / Decision Tree and Fuzzy Logic in The Audit of Information System for Tax Letter Issuance. IES 2022 - 2022 International Electronics Symposium: Energy Development for Climate Change Solution and Clean Energy Transition, Proceeding. editor / Andhik Ampuh Yunanto ; Yanuar Risah Prayogi ; Putu Agus Mahadi Putra ; Hendhi Hermawan ; Nailussa'ada Nailussa'ada ; Maretha Ruswiansari ; Mohamad Ridwan ; Farida Gamar ; Afifah Dwi Ramadhani ; Weny Mistarika Rahmawati ; Muhammad Rizani Rusli. Institute of Electrical and Electronics Engineers Inc., 2022. pp. 581-586 (IES 2022 - 2022 International Electronics Symposium: Energy Development for Climate Change Solution and Clean Energy Transition, Proceeding).

@inproceedings{e5699e7edcc5473aaf4cff63dc7808f3,

title = "Decision Tree and Fuzzy Logic in The Audit of Information System for Tax Letter Issuance",

abstract = "An information system audit is a way that can be taken to ensure the quality of information systems in an organization. One of the problems faced is objectivity in assessing quality which can be overcome by mining the processes, where the audit process utilizes event logs from the audited information system. In the domain of government in Indonesia, information system audit has not been widely conducted, as has never been done in the information system for tax letters issuance at the Regional Revenue Agency of East Java Province. An audit is conducted to determine whether the information system has been running in accordance with the needs of the organization. This study implements part of the process mining: the system conformance assessment using Fuzzy. The dataset used as input comes from the event log classification process using the Decision Tree classifier. The study results indicate that the system alignment score is 2.754031 or medium predicate.",

keywords = "Decision Tree, Fuzzy, Information System Audit, Process Mining, Tax Letters Issuance, Variable Correlation",

author = "Febriansyah, \{Irfanur Ilham\} and Riyanarto Sarno and Anggraini, \{Ratih Ne\}",

note = "Publisher Copyright: {\textcopyright} 2022 IEEE.; 24th International Electronics Symposium, IES 2022 ; Conference date: 09-08-2022 Through 11-08-2022",

year = "2022",

doi = "10.1109/IES55876.2022.9888372",

language = "English",

series = "IES 2022 - 2022 International Electronics Symposium: Energy Development for Climate Change Solution and Clean Energy Transition, Proceeding",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "581--586",

editor = "Yunanto, \{Andhik Ampuh\} and Prayogi, \{Yanuar Risah\} and Putra, \{Putu Agus Mahadi\} and Hendhi Hermawan and Nailussa'ada Nailussa'ada and Maretha Ruswiansari and Mohamad Ridwan and Farida Gamar and Ramadhani, \{Afifah Dwi\} and Rahmawati, \{Weny Mistarika\} and Rusli, \{Muhammad Rizani\}",

booktitle = "IES 2022 - 2022 International Electronics Symposium",

address = "United States",

}

Febriansyah, II, Sarno, R & Anggraini, RN 2022, Decision Tree and Fuzzy Logic in The Audit of Information System for Tax Letter Issuance. in AA Yunanto, YR Prayogi, PAM Putra, H Hermawan, N Nailussa'ada, M Ruswiansari, M Ridwan, F Gamar, AD Ramadhani, WM Rahmawati & MR Rusli (eds), IES 2022 - 2022 International Electronics Symposium: Energy Development for Climate Change Solution and Clean Energy Transition, Proceeding. IES 2022 - 2022 International Electronics Symposium: Energy Development for Climate Change Solution and Clean Energy Transition, Proceeding, Institute of Electrical and Electronics Engineers Inc., pp. 581-586, 24th International Electronics Symposium, IES 2022, Surabaya, Indonesia, 9/08/22. https://doi.org/10.1109/IES55876.2022.9888372

Decision Tree and Fuzzy Logic in The Audit of Information System for Tax Letter Issuance. / Febriansyah, Irfanur Ilham; Sarno, Riyanarto ; Anggraini, Ratih Ne.
IES 2022 - 2022 International Electronics Symposium: Energy Development for Climate Change Solution and Clean Energy Transition, Proceeding. ed. / Andhik Ampuh Yunanto; Yanuar Risah Prayogi; Putu Agus Mahadi Putra; Hendhi Hermawan; Nailussa'ada Nailussa'ada; Maretha Ruswiansari; Mohamad Ridwan; Farida Gamar; Afifah Dwi Ramadhani; Weny Mistarika Rahmawati; Muhammad Rizani Rusli. Institute of Electrical and Electronics Engineers Inc., 2022. p. 581-586 (IES 2022 - 2022 International Electronics Symposium: Energy Development for Climate Change Solution and Clean Energy Transition, Proceeding).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Decision Tree and Fuzzy Logic in The Audit of Information System for Tax Letter Issuance

AU - Febriansyah, Irfanur Ilham

AU - Sarno, Riyanarto

AU - Anggraini, Ratih Ne

PY - 2022

Y1 - 2022

N2 - An information system audit is a way that can be taken to ensure the quality of information systems in an organization. One of the problems faced is objectivity in assessing quality which can be overcome by mining the processes, where the audit process utilizes event logs from the audited information system. In the domain of government in Indonesia, information system audit has not been widely conducted, as has never been done in the information system for tax letters issuance at the Regional Revenue Agency of East Java Province. An audit is conducted to determine whether the information system has been running in accordance with the needs of the organization. This study implements part of the process mining: the system conformance assessment using Fuzzy. The dataset used as input comes from the event log classification process using the Decision Tree classifier. The study results indicate that the system alignment score is 2.754031 or medium predicate.

AB - An information system audit is a way that can be taken to ensure the quality of information systems in an organization. One of the problems faced is objectivity in assessing quality which can be overcome by mining the processes, where the audit process utilizes event logs from the audited information system. In the domain of government in Indonesia, information system audit has not been widely conducted, as has never been done in the information system for tax letters issuance at the Regional Revenue Agency of East Java Province. An audit is conducted to determine whether the information system has been running in accordance with the needs of the organization. This study implements part of the process mining: the system conformance assessment using Fuzzy. The dataset used as input comes from the event log classification process using the Decision Tree classifier. The study results indicate that the system alignment score is 2.754031 or medium predicate.

KW - Decision Tree

KW - Fuzzy

KW - Information System Audit

KW - Process Mining

KW - Tax Letters Issuance

KW - Variable Correlation

UR - https://www.scopus.com/pages/publications/85139651785

U2 - 10.1109/IES55876.2022.9888372

DO - 10.1109/IES55876.2022.9888372

M3 - Conference contribution

AN - SCOPUS:85139651785

T3 - IES 2022 - 2022 International Electronics Symposium: Energy Development for Climate Change Solution and Clean Energy Transition, Proceeding

SP - 581

EP - 586

BT - IES 2022 - 2022 International Electronics Symposium

A2 - Yunanto, Andhik Ampuh

A2 - Prayogi, Yanuar Risah

A2 - Putra, Putu Agus Mahadi

A2 - Hermawan, Hendhi

A2 - Nailussa'ada, Nailussa'ada

A2 - Ruswiansari, Maretha

A2 - Ridwan, Mohamad

A2 - Gamar, Farida

A2 - Ramadhani, Afifah Dwi

A2 - Rahmawati, Weny Mistarika

A2 - Rusli, Muhammad Rizani

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 24th International Electronics Symposium, IES 2022

Y2 - 9 August 2022 through 11 August 2022

ER -

Febriansyah II, Sarno R , Anggraini RN. Decision Tree and Fuzzy Logic in The Audit of Information System for Tax Letter Issuance. In Yunanto AA, Prayogi YR, Putra PAM, Hermawan H, Nailussa'ada N, Ruswiansari M, Ridwan M, Gamar F, Ramadhani AD, Rahmawati WM, Rusli MR, editors, IES 2022 - 2022 International Electronics Symposium: Energy Development for Climate Change Solution and Clean Energy Transition, Proceeding. Institute of Electrical and Electronics Engineers Inc. 2022. p. 581-586. (IES 2022 - 2022 International Electronics Symposium: Energy Development for Climate Change Solution and Clean Energy Transition, Proceeding). doi: 10.1109/IES55876.2022.9888372

Decision Tree and Fuzzy Logic in The Audit of Information System for Tax Letter Issuance

Abstract

Publication series

Conference

UN SDGs

Keywords

Access to Document

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