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- research-articleJune 2022
Engineering Blockchain Enabling Win A Fortune Game among Novice through eAOM
WebSci '22: Proceedings of the 14th ACM Web Science Conference 2022Pages 443–450https://doi.org/10.1145/3501247.3539018Blockchain application development has received much attention nowadays. As development is complex and challenging, a systematic approach is needed to improve the product, services, and process quality. Despite the introduction of techniques, there are ...
- research-articleJune 2022
A Lightweight Downscaled Approach to Automatic Speech Recognition for Small Indigenous Languages
WebSci '22: Proceedings of the 14th ACM Web Science Conference 2022Pages 451–458https://doi.org/10.1145/3501247.3539017Development of fully featured Automatic Speech Recognition (ASR) systems for a complete language vocabulary generally requires large data repositories, massive computing power, and a stable digital network infrastructure. These conditions are not met in ...
- research-articleJune 2022
Socio-Economic Diversity in Human Annotations
WebSci '22: Proceedings of the 14th ACM Web Science Conference 2022Pages 98–109https://doi.org/10.1145/3501247.3531588Human annotations can help indexing digital resources as well as improving search and recommendation systems. Human annotators may carry their bias and stereotypes in the labels they create when annotating digital content. These are then reflected in ...
- research-articleJune 2022
Hostility Detection in Online Hindi-English Code-Mixed Conversations
WebSci '22: Proceedings of the 14th ACM Web Science Conference 2022Pages 390–400https://doi.org/10.1145/3501247.3531579With the rise in accessibility and popularity of various social media platforms, people have started expressing and communicating their ideas, opinions, and interests online. While these platforms are active sources of entertainment and idea-sharing, ...
- research-articleJune 2022
LIWC-UD: Classifying Online Slang Terms into LIWC Categories
WebSci '22: Proceedings of the 14th ACM Web Science Conference 2022Pages 422–432https://doi.org/10.1145/3501247.3531572Linguistic Inquiry and Word Count (LIWC), a popular tool for automated text analysis, relies on an expert-crafted internal dictionary of psychologically relevant words and their corresponding categories. While LIWC’s dictionary covers a significant ...
- short-paperJune 2022
Shift of User Attitudes about Anti-Asian Hate on Reddit Before and During COVID-19
WebSci '22: Proceedings of the 14th ACM Web Science Conference 2022Pages 364–369https://doi.org/10.1145/3501247.3531569Content Warning: This paper shows examples of explicit and offensive language that might be triggering. The main goal of this paper is to investigate the temporal shifts of attitudes about racism towards Asians using online social media posts. An ...
- research-articleJune 2022
It’s the Same Old Story! Enriching Event-Centric Knowledge Graphs by Narrative Aspects
WebSci '22: Proceedings of the 14th ACM Web Science Conference 2022Pages 34–43https://doi.org/10.1145/3501247.3531565Our lives are ruled by events of varying importance ranging from simple everyday occurrences to incidents of societal dimension. And a lot of effort is taken to exchange information and discuss about such events: generally speaking, stringent narratives ...
- research-articleJune 2022
GNoM: Graph Neural Network Enhanced Language Models for Disaster Related Multilingual Text Classification
WebSci '22: Proceedings of the 14th ACM Web Science Conference 2022Pages 55–65https://doi.org/10.1145/3501247.3531561Online social media works as a source of various valuable and actionable information during disasters. These information might be available in multiple languages due to the nature of user generated content. An effective system to automatically identify ...
- research-articleJune 2022
On pushing DeepFake Tweet Detection capabilities to the limits
WebSci '22: Proceedings of the 14th ACM Web Science Conference 2022Pages 154–163https://doi.org/10.1145/3501247.3531560The recent advances in natural language generation provide an additional tool to manipulate public opinion on social media. Even though there has not been any report of malicious exploit of the newest generative techniques so far, disturbing human-like ...
- research-articleJune 2022
Identifying and Characterizing Active Citizens who Refute Misinformation in Social Media
WebSci '22: Proceedings of the 14th ACM Web Science Conference 2022Pages 401–410https://doi.org/10.1145/3501247.3531559The phenomenon of misinformation spreading in social media has developed a new form of active citizens who focus on tackling the problem by refuting posts that might contain misinformation. Automatically identifying and characterizing the behavior of ...