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Development of an Efficient Method to Detect Mixed Social Media Data with Tamil-English Code Using Machine Learning Techniques

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1 of the 43 references listed on this page is in the Retraction Watch database as retracted (export 2026-11-11): 10.1155/2022/8153791 (notice 2023-10-04).

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/s10489-018-1242-yopenalex-snapshot
Effective hate-speech detection in Twitter data using recurrent neural networks
inferredcites →https://doi.org/10.1007/s10579-005-7880-9openalex-snapshot
Annotating Expressions of Opinions and Emotions in Language
inferredcites →https://doi.org/10.1007/s11192-020-03737-6openalex-snapshot
Thirty years of research into hate speech: topics of interest and their evolution
inferredcites →https://doi.org/10.1007/s42979-021-00977-yopenalex-snapshot
Towards Offensive Language Identification for Tamil Code-Mixed YouTube Comments and Posts
inferredcites →https://doi.org/10.1016/j.eswa.2018.03.058openalex-snapshot
A recent overview of the state-of-the-art elements of text classification
inferredcites →https://doi.org/10.1016/j.irbm.2017.09.002openalex-snapshot
Stark Assessment of Lifestyle Based Human Disorders Using Data Mining Based Learning Techniques
inferredcites →https://doi.org/10.1023/a:1009715923555openalex-snapshot
A Tutorial on Support Vector Machines for Pattern Recognition
inferredcites →https://doi.org/10.1049/trit.2018.1045openalex-snapshot
Convolutional neural network based detection and judgement of environmental obstacle in vehicle operation
inferredcites →https://doi.org/10.1049/trit.2019.0017openalex-snapshot
Three‐stage network for age estimation
inferredcites →https://doi.org/10.1049/trit.2019.0028openalex-snapshot
Deep learning approach for microarray cancer data classification
inferredcites →https://doi.org/10.1080/03772063.2022.2043786openalex-snapshot
Deep Learning-based Hate Speech Detection in Code-mixed Tamil Text
inferredcites →https://doi.org/10.1088/1757-899x/830/3/032006openalex-snapshot
A comparison of classification algorithms for hate speech detection
inferredcites →https://doi.org/10.1093/bjc/azz064openalex-snapshot
Corrigendum to: Hate in the Machine: Anti-Black and Anti-Muslim Social Media Posts as Predictors of Offline Racially and Religiously Aggravated Crime
inferredcites →https://doi.org/10.1109/access.2020.2994950openalex-snapshot
Automatic Detection of Offensive Language for Urdu and Roman Urdu
inferredcites →https://doi.org/10.1109/icacci.2016.7732099openalex-snapshot
Sentiment analysis for mixed script Indic sentences
inferredcites →https://doi.org/10.1109/iccubea47591.2019.9128428openalex-snapshot
Automated Hate Speech Detection on Twitter
inferredcites →https://doi.org/10.1109/icter51097.2020.9325465openalex-snapshot
Detecting Hate Speech in Social Media Articles in Romanized Sinhala
inferredcites →https://doi.org/10.1109/smart46866.2019.9117214openalex-snapshot
Implementation of Machine Learning to Detect Hate Speech in Bangla Language
inferredcites →https://doi.org/10.1109/ubmk.2018.8566304openalex-snapshot
Automated Detection of Hate Speech towards Woman on Twitter
inferredcites →https://doi.org/10.1145/1014052.1014073openalex-snapshot
Mining and summarizing customer reviews
inferredcites →https://doi.org/10.1145/2740908.2742760openalex-snapshot
Hate Speech Detection with Comment Embeddings
inferredcites →https://doi.org/10.1145/3041021.3054223openalex-snapshot
Deep Learning for Hate Speech Detection in Tweets
inferredcites →https://doi.org/10.1145/3232676openalex-snapshot
A Survey on Automatic Detection of Hate Speech in Text
inferredcites →https://doi.org/10.1145/3292522.3326034openalex-snapshot
Spread of Hate Speech in Online Social Media
inferredcites →https://doi.org/10.1155/2022/8153791openalex-snapshot
Analysing Hate Speech against Migrants and Women through Tweets Using Ensembled Deep Learning Model
inferredcites →https://doi.org/10.1609/aaai.v27i1.8539openalex-snapshot
Locate the Hate: Detecting Tweets against Blacks
inferredcites →https://doi.org/10.1609/aaai.v34i01.5374openalex-snapshot
Hindi-English Hate Speech Detection: Author Profiling, Debiasing, and Practical Perspectives
inferredcites →https://doi.org/10.1609/icwsm.v11i1.14955openalex-snapshot
Automated Hate Speech Detection and the Problem of Offensive Language
inferredcites →https://doi.org/10.18653/v1/d19-1654openalex-snapshot
A Challenge Dataset and Effective Models for Aspect-Based Sentiment Analysis
inferredcites →https://doi.org/10.18653/v1/n16-2013openalex-snapshot
Hateful Symbols or Hateful People? Predictive Features for Hate Speech Detection on Twitter
inferredcites →https://doi.org/10.18653/v1/w16-5618openalex-snapshot
Are You a Racist or Am I Seeing Things? Annotator Influence on Hate Speech Detection on Twitter
inferredcites →https://doi.org/10.18653/v1/w17-1106openalex-snapshot
A Twitter Corpus and Benchmark Resources for German Sentiment Analysis
inferredcites →https://doi.org/10.26615/978-954-452-049-6_062openalex-snapshot
Detecting Hate Speech in Social Media
inferredcites →https://doi.org/10.3115/1071884openalex-snapshot
Proceedings of the 19th international conference on Computational linguistics -
inferredcites →https://doi.org/10.3115/v1/d14-1105openalex-snapshot
POS Tagging of English-Hindi Code-Mixed Social Media Content
inferredcites →https://doi.org/10.3115/v1/w14-3914openalex-snapshot
"I am borrowing ya mixing ?" An Analysis of English-Hindi Code Mixing in Facebook
inferredcites →https://doi.org/10.3233/kes-190409openalex-snapshot
An effective cybernated word embedding system for analysis and language identification in code-mixed social media text
inferredcites →https://doi.org/10.3233/sw-180338openalex-snapshot
Hate speech detection: A solved problem? The challenging case of long tail on Twitter
inferredcites →https://doi.org/10.3390/app10238614openalex-snapshot
A Deep Learning Approach for Automatic Hate Speech Detection in the Saudi Twittersphere
inferredcites →https://doi.org/10.3390/app11188575openalex-snapshot
Automatic Hate Speech Detection in English-Odia Code Mixed Social Media Data Using Machine Learning Techniques
inferredcites →https://doi.org/10.3390/info12080306openalex-snapshot
An Evaluation of Multilingual Offensive Language Identification Methods for the Languages of India
inferredcites →https://doi.org/10.3390/s19214654openalex-snapshot
Detecting and Monitoring Hate Speech in Twitter
inferredcites →https://doi.org/10.7763/ijssh.2015.v5.557openalex-snapshot
Code Mixing among Tamil – English Bilingual Children

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1016/j.csl.2025.101870openalex-snapshot
A novel approach to cross-linguistic transfer learning for hope speech detection in Tamil and Malayalam
inferred← citeshttps://doi.org/10.1016/j.eswa.2026.133493openalex-snapshot
A knowledge-driven framework for emotion and empathy understanding in low-resource tamil texts
inferred← citeshttps://doi.org/10.1016/j.ipm.2023.103450openalex-snapshot
User-aware multilingual abusive content detection in social media
inferred← citeshttps://doi.org/10.1016/j.ipm.2023.103454openalex-snapshot
Cyberbullying detection for low-resource languages and dialects: Review of the state of the art
inferred← citeshttps://doi.org/10.1109/icecet61485.2024.10698491openalex-snapshot
Exploring Deep Learning for Chittagonian Slang Detection in Social Media Texts
inferred← citeshttps://doi.org/10.1145/3589001openalex-snapshot
Inculcating Context for Emoji Powered Bengali Hate Speech Detection using Extended Fuzzy SVM and Text Embedding Models
inferred← citeshttps://doi.org/10.14569/ijacsa.2023.0141180openalex-snapshot
Offensive Language Detection on Online Social Networks using Hybrid Deep Learning Architecture
inferred← citeshttps://doi.org/10.14569/ijacsa.2024.01501118openalex-snapshot
Overview of Data Augmentation Techniques in Time Series Analysis
inferred← citeshttps://doi.org/10.14569/ijacsa.2024.0150557openalex-snapshot
Offensive Language Detection on Social Media using Machine Learning
inferred← citeshttps://doi.org/10.22399/ijcesen.808openalex-snapshot
A Hybrid Deep Learning Approach for Efficient Cross-Language Detection
inferred← citeshttps://doi.org/10.3390/app15094909openalex-snapshot
DCAT: A Novel Transformer-Based Approach for Dynamic Context-Aware Image Captioning in the Tamil Language
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