Exploring the Ethical and Philosophical Dimensions of AI in Chemical Research Shruthi G Volume 2, Issue 12, Pages 1-7, December 2025 Artificial Intelligence (AI) is significantly changing the field of chemical research by improving molecular design, synthesis, spectroscopy, and data analysis. The role of AI in chemistry goes beyond just making processes more efficient—it brings up important ethical and philosophical issues about agency, responsibility, creativity, and human oversight. This study looks at how AI's ability... Read More Article DOI: doi.org/10.47001/CJESR/2025.212001
An Ensemble Framework that is Adaptive for Detecting Anomalies in Real-Time Streaming Data Helan Sunomitha M Volume 2, Issue 12, Pages 8-14, December 2025 This research introduces a new hybrid ensemble framework that combines an Isolation Forest for swift outlier scoring, an LSTM autoencoder for reconstructing temporal–frequency sequences, and an ADWIN-based drift detector for adaptive windowing. Real-time anomaly detection is crucial for quickly recognizing unexpected patterns in high-velocity data streams across various fields such as cyber... Read More Article DOI: doi.org/10.47001/CJESR/2025.212002
Transformations in Pedagogy for Online Education: Comprehending the Function of Educators in the Digital Age Krishnamoorthy Thirunavukkarasu Volume 2, Issue 12, Pages 15-22, December 2025 The COVID-19 pandemic has instigated an unparalleled transformation within the global education system, rendering online teaching an essential mode of learning. This research paper examines the pedagogical changes occurring in the digital age and the shifting role of educators from mere knowledge transmitters to facilitators of learning experiences. It investigates new teaching strategies, di... Read More Article DOI: doi.org/10.47001/CJESR/2025.212003
User Experience (UX) in the context of Web3 and DApps: Issues and Potential Selvakumar A Dr. Anbalagan C Volume 2, Issue 12, Pages 23-26, December 2025 The Web3 technologies promise decentralization, ownership, and privacy by design; however, they also introduce significant challenges in usability and accessibility. Despite the rapid proliferation of decentralized applications (DApps), mainstream adoption remains limited—primarily due to poor user experience (UX). This paper investigates the key UX challenges in the Web3 ecosystem, includi... Read More Article DOI: doi.org/10.47001/CJESR/2025.212004
The Effect of Consumer Engagement in Corporate Social Responsibility on Social Media on Brand Attitudes, and Purchase Intentions Masayoshi Kobayashi Takehiro Noriyuki Volume 2, Issue 12, Pages 27-30, December 2025 This research investigates the intellectual framework and thematic progression of digital consumer behavior studies through a bibliometric analysis. Bibliographic information consisting of 1,000 research articles published from 2000 to 2024 was collected from the Crossref database utilizing Publish or Perish software. VOSviewer was used to perform a term co-occurrence analysis based on titles... Read More Article DOI: doi.org/10.47001/CJESR/2025.212005
