Subtopic Deep Dive
Hoax Communication on Islamic Finance Platforms
Research Guide
What is Hoax Communication on Islamic Finance Platforms?
Hoax Communication on Islamic Finance Platforms examines the dissemination of misinformation and deceptive content about Sharia-compliant financial products on social media and digital forums targeting Muslim communities.
Researchers analyze hoax spread using sentiment analysis tools like Drone Emprit on Twitter discussions of Islamic banking (Zaidan et al., 2022; Izza et al., 2023). Studies link digital threats such as phishing to low financial technology literacy among Sharia bank customers (Andriani & Hermantoro, 2023). Over 10 papers since 2021 address related sentiment, regulation, and fraud in Indonesian Islamic finance contexts.
Why It Matters
Hoax communication erodes public trust in Islamic banking, as shown in Twitter sentiment analyses revealing negative opinions on fintech (Zaidan et al., 2022; Izza et al., 2023). It exposes vulnerable users to phishing scams, with optimizing financial literacy proposed to minimize threats for Sharia bank customers (Andriani & Hermantoro, 2023). Insights inform data protection laws for digital banking governance, protecting Indonesian Muslim communities from fraud (Yuspin et al., 2023). Regulatory frameworks benefit from understanding aqad misrepresentations in Sharia contracts (Witro et al., 2021).
Key Research Challenges
Detecting Hoax Spread
Distinguishing hoaxes from legitimate Sharia finance discussions on platforms like Twitter requires advanced sentiment tools, as public opinions mix trust and skepticism (Zaidan et al., 2022). Challenges include high-volume data from 145,475 conversations needing classification (Izza et al., 2023).
Phishing Literacy Gaps
Sharia bank customers face phishing due to low fintech literacy, demanding targeted education amid rapid digital banking growth (Andriani & Hermantoro, 2023). Incompatible laws exacerbate vulnerabilities in Indonesia (Yuspin et al., 2023).
Regulatory Adaptation
Current laws fail to address hoax impacts on aqad contracts and Sharia products, requiring new frameworks integrating fiqh and maqasid al-Shariah (Witro et al., 2021; Mokodenseho et al., 2024).
Essential Papers
Personal Data Protection Law in Digital Banking Governance in Indonesia
Wardah Yuspin, Kelik Wardiono, Aditya Nurrahman et al. · 2023 · Studia Iuridica Lublinensia · 15 citations
In Indonesia, digital banking is advancing at a fast pace. As the law regulating it is incompatible with the current digital banking, it is necessary to establish new law capable of adapting to the...
CLASSIFICATION OF AQAD IN SHARIA ECONOMIC LAW
Doli Witro, Neni Nuraeni, Muhammad Fauzan Januri · 2021 · Nurani Jurnal Kajian Syari ah dan Masyarakat · 14 citations
As social beings, humans cannot be separated from each other to fulfill their daily needs. One of the relationships between one human being and another is manifested by an agreement. The agreement ...
PASAR MODAL SYARIAH INDONESIA Konsep dan Produk
Ali Geno Berutu · 2022 · 9 citations
Dalam buku ini kami mencoba menguraikan mengenai konsep dasar Pasar Modal Syariah di Indonesia serta latar belakang sejarah dan produk-produknya seperti Saham Syariah, Reksa Dana Syariah, ETF Syari...
Twitter Public Sentiment on Fintech by Using Drone Emprit
Muhammad Zulva Zeta Zaidan, Muhammad Mujtahid, Aam Slamet Rusydiana · 2022 · Fara id and Wealth Management · 9 citations
Public trust is the main key to the success of a company's product. Businesses can find out how much their products are trusted by the community through reviews as well as various public opinions t...
Analysis of the Influence of Fiqh and Maqasid al-Syariah in the Formation of Islamic Legal Policy in Indonesia
Sabil Mokodenseho, Retnawati Siregar, Shohib Muslim et al. · 2024 · West Science Islamic Studies · 6 citations
This research delves into the complex interplay of Fiqh and Maqasid al-Syariah in shaping Islamic legal policy in Indonesia, employing qualitative methods such as in-depth interviews, content analy...
Optimizing Financial Technology Literacy in Minimizing Phishing Threats (Case Study of Indonesian Sharia Bank Customers)
Andriani Andriani, Bambang Hermantoro · 2023 · Proceeding of International Conference on Islamic Philantrophy · 5 citations
The rapid growth of technology has made people switch to making non-cash payments, and banks have made many breakthroughs in improving digital financial services/Financial Technology. Technological...
Contextualization of Utilities in Law and Maqasid Al-Shariah in Halal Lifestyle Culture in Makassar City
Fikri Fikri, Aris Aris, Agus Muchsin et al. · 2023 · Jurnal Ilmiah Al-Syir ah · 4 citations
This study aims to explain the contextualization of utility in law and maqasid al-shariah towards the halal lifestyle in Makassar City. The study is field research using a normative juridical appro...
Reading Guide
Foundational Papers
No foundational pre-2015 papers available; start with Sutrisno (2016, 4 citations) for baseline Islamic bank financing risks.
Recent Advances
Prioritize Zaidan et al. (2022) for Twitter sentiment methods and Andriani & Hermantoro (2023) for phishing in Sharia contexts.
Core Methods
Core techniques include Drone Emprit for sentiment classification (Zaidan et al., 2022; Izza et al., 2023) and qualitative content analysis for fiqh policy (Mokodenseho et al., 2024).
How PapersFlow Helps You Research Hoax Communication on Islamic Finance Platforms
Discover & Search
Research Agent uses searchPapers and exaSearch to find hoax-related papers like 'Twitter Public Sentiment on Fintech by Using Drone Emprit' (Zaidan et al., 2022), then citationGraph reveals clusters on Indonesian Islamic banking sentiment, while findSimilarPapers uncovers phishing literacy studies.
Analyze & Verify
Analysis Agent applies readPaperContent to extract Drone Emprit methods from Zaidan et al. (2022), runs verifyResponse with CoVe for hoax detection claim accuracy, and uses runPythonAnalysis for statistical verification of sentiment scores; GRADE grading assesses evidence strength in phishing threat papers (Andriani & Hermantoro, 2023).
Synthesize & Write
Synthesis Agent detects gaps in hoax regulation coverage across papers, flags contradictions between sentiment findings (Zaidan et al., 2022; Izza et al., 2023), and uses exportMermaid for visualizing misinformation flowcharts; Writing Agent employs latexEditText, latexSyncCitations for Sharia finance reports, and latexCompile for publication-ready manuscripts.
Use Cases
"Analyze Twitter sentiment data from Islamic banking hoax papers for Python replication."
Research Agent → searchPapers → Analysis Agent → runPythonAnalysis (replicate Drone Emprit sentiment stats from Zaidan et al., 2022) → matplotlib plots of hoax polarity scores.
"Draft a LaTeX review on phishing threats in Sharia digital banking."
Synthesis Agent → gap detection → Writing Agent → latexEditText + latexSyncCitations (Yuspin et al., 2023; Andriani & Hermantoro, 2023) → latexCompile → PDF with cited regulatory framework.
"Find GitHub repos with code for Islamic finance sentiment analysis tools."
Research Agent → paperExtractUrls (Izza et al., 2023) → Code Discovery → paperFindGithubRepo → githubRepoInspect → verified Drone Emprit-like scripts for hoax detection.
Automated Workflows
Deep Research workflow conducts systematic reviews of 50+ Indonesian Islamic finance papers, chaining searchPapers → citationGraph → structured hoax sentiment report. DeepScan applies 7-step analysis with CoVe checkpoints to verify phishing literacy claims (Andriani & Hermantoro, 2023). Theorizer generates theories on hoax propagation from aqad misinfo patterns (Witro et al., 2021).
Frequently Asked Questions
What defines hoax communication on Islamic finance platforms?
It covers misinformation about Sharia-compliant products on social media, including phishing scams targeting Muslim users (Andriani & Hermantoro, 2023).
What methods detect hoaxes in this area?
Drone Emprit analyzes Twitter sentiment for Islamic banking opinions (Zaidan et al., 2022; Izza et al., 2023).
What are key papers?
Top papers include Zaidan et al. (2022, 9 citations) on fintech sentiment and Andriani & Hermantoro (2023, 5 citations) on phishing literacy.
What open problems exist?
Adapting laws for digital hoaxes and boosting fintech literacy in Sharia banking remain unresolved (Yuspin et al., 2023; Mokodenseho et al., 2024).
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Part of the Islamic Finance and Communication Research Guide