CS Fields & Subfields Data

This repository contains the dataset of 2,095 research articles published in the 2022 proceedings of the Association for Computing Machinery (ACM) conferences, which were analyzed in this paper:

Title: "Analysis of Research Trends in Computer Science: A Network Approach"

Authors: Ghazal Kalhor, Behnam Bahrak

DOI: https://arxiv.org/abs/2311.09348

If you use this dataset in your work, please cite our paper:

Kalhor, G. & Bahrak, B. Analysis of research trends in computer science: a network approach. under review at the International Journal of Data Science and Analytics (2023).

Datasets

We collected the following information for each paper:

• Title
• Fields
• Subfields
• Conference
• Track

Conference Data Example

import pandas as pd

conferenceData = pd.read_csv('ICMR22.csv')
conferenceData.head(3)

Conference	Track	Index	Paper
ICMR22	Reidentification	Information systems	Multiple Biological Granularities Network for Person Re-Identification
ICMR22	Reidentification	Information systems/Computing methodologies	TriReID: Towards Multi-Modal Person Re-Identification via Descriptive Fusion Model
ICMR22	Reidentification	Computing methodologies	Temporal-Consistent Visual Clue Attentive Network for Video-Based Person Re-Identification

Field Data Example

fieldData = pd.read_csv('Applied_computing.csv')
fieldData.head(3)

Conference	Index	Paper
CHI22	Education	VocabEncounter: NMT-powered Vocabulary Learning by Presenting Computer-Generated Usages of Foreign Words into Users’ Daily Lives
CHI22	Law, social and behavioral sciences	User Perspectives and Ethical Experiences of Apps for Depression: A Qualitative Analysis of User Reviews
CHI22	Law, social and behavioral sciences	Human-AI Collaboration via Conditional Delegation: A Case Study of Content Moderation