Handling Data Imbalance Using Text Augmentation For Classifying Public Complaints

MR Indrahimawan, PI Santosa… - … Conference on Computer …, 2023 - ieeexplore.ieee.org
As a public service provider, the local government is obliged to provide services for every
citizen, including complaint services as a public response to the services provided. Through …

Classifying complaint reports using rnn and handling imbalanced dataset

OA Lisjana, ML Khodra - 2022 9th International Conference on …, 2022 - ieeexplore.ieee.org
A complaint report contains citizen's complaint about problems in their area. The text of this
report needs to be classified into specific categories to make it easier for the government to …

Improving classification performance of public complaints with TF-IGM weighting: Case study: Media center E-wadul surabaya

FKR Mahfud, A Tjahyanto - 2017 International Conference on …, 2017 - ieeexplore.ieee.org
Currently Media Center e-Wadul still uses manual labeling in the process of complaint
submission. As a result, Media Center administration takes a long time in coordinating with …

Application of text mining for classification of community complaints and proposals

IBNS Hardaya, A Dhini… - 2017 3rd International …, 2017 - ieeexplore.ieee.org
Enabled by the increased connectivity and ease of access to online services, an increasing
number of countries are moving towards participatory decision making. In Jakarta, the …

Determining citizen complaints to the appropriate government departments using KNN algorithm

S Tjandra, AAP Warsito… - 2015 13th International …, 2015 - ieeexplore.ieee.org
Participation of citizens in the process of city development is very important. To achieve
good governance and democratic, the citizen can participate by providing complaints …

E-government Public Complaints Text Classification Using Particle Swarm Optimization in Naive Bayes Algorithm

T Hariguna, AR Hananto - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
A web-based online complaint portal is one of the e-government public services. The
complaint's content must be categorised in order for it to be transmitted to the appropriate …

[PDF][PDF] Measure the Similarity of Complaint Document Using Cosine Similarity Based on Class-Based Indexing

SW Iriananda - … Journal of Computer Applications Technology and …, 2018 - researchgate.net
Report handling on" LAPOR!"(Laporan, Aspirasi dan Pengaduan Online Rakyat) system
depending on the system administrator who manually reads every incoming report [3]. Read …

Study on the application of machine learning in government service: take consumer protection service as an example

Y Chen, J Wang, Z Cai - 2018 15th International Conference on …, 2018 - ieeexplore.ieee.org
The receiving of consumers' complaints is one of the most important work in government
service. The classification of complaints for different industries is a bottleneck in the service …

Improving text preprocessing for student complaint document classification using sastrawi

MA Rosid, AS Fitrani, IRI Astutik… - IOP Conference …, 2020 - iopscience.iop.org
In the text mining there are stages that must be passed namely the text preprocessing stage.
Text preprocessing is the stage to do the data selection process in each document, including …