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Dr. Dinar Ajeng Kristiyanti | Data Mining | Best Researcher Award

Dr. Dinar Ajeng Kristiyanti, Universitas Multimedia Nusantara, Indonesia

Dr. Dinar Ajeng Kristiyanti is a passionate Lecturer and Assistant Professor with over a decade of experience in computer science. She holds a Bachelor’s and Master’s in Computer Science from Sekolah Tinggi Manajemen dan Informatika Nusa Mandiri and is pursuing her PhD at Institut Pertanian Bogor šŸŽ“. Her research focuses on Sentiment Analysis, Machine Learning, and Data Mining šŸ’». Dr. Kristiyanti has published 20 national and 8 international papers šŸ“‘, earning recognition as a top 10 author in the SINTA Index (2020-2022). She is also a recipient of several awards for her academic excellence šŸ….

Publication profile

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Educational Background šŸŽ“

Dr. Dinar Ajeng Kristiyanti has a strong academic foundation in computer science. She earned her Bachelor of Information Systems from Sekolah Tinggi Manajemen dan Informatika Nusa Mandiri (2011-2012) with a GPA of 3.76 šŸ“˜. She continued her studies at the same institution, completing her Master’s in Computer Science (2012-2014) with an impressive GPA of 3.88 šŸ…. Currently, Dr. Kristiyanti is pursuing her Doctorate in Computer Science at Institut Pertanian Bogor (2020-present), further advancing her expertise in the field of data science and machine learning šŸ’».

 

Work Experience šŸ«

Dr. Dinar Ajeng Kristiyanti has extensive teaching experience across several prestigious institutions. Since 2010, she has been a Lecturer at Universitas Bina Sarana Informatika, where she contributes to the fields of computer science and informatics. From 2015 to 2021, she also served as a Lecturer at Universitas Nusa Mandiri, imparting her knowledge to future professionals. In 2014, Dr. Kristiyanti was a Guest Lecturer at Universitas Budi Luhur, further expanding her academic reach. Her diverse teaching roles reflect her dedication to educating and mentoring students across various institutions šŸ“ššŸ‘©ā€šŸ«.

 

Award History and Personal Achievements šŸ†

Dr. Dinar Ajeng Kristiyanti has been recognized for her academic excellence and contributions to research. She ranked in the Top Ten Authors in the SINTA Science and Technology Index (2020-2022) for her performance at Universitas Bina Sarana Informatika and Universitas Nusa Mandiri šŸ“Š. She has also won awards for Best Paper and Presenter at various national and international seminars šŸŒ. Additionally, Dr. Kristiyanti was honored as the Best Graduate of her Master’s in Computer Science program at STMIK Nusa Mandiri šŸŽ“. Her achievements reflect her dedication and impact in the field of computer science.

 

Publication Top Notes

  • Comparison of SVM & NaĆÆve Bayes algorithm for sentiment analysis (2018) šŸ“Š ā€“ Cited by 80
  • Sentiment analysis of smartphone product reviews using SVM-based PSO (2016) šŸ“± ā€“ Cited by 55
  • Prediction of Indonesia presidential election results using Twitter sentiment analysis (2019) šŸ‡®šŸ‡© ā€“ Cited by 50
  • Feature selection for cosmetic product review using GA, PSO, and PCA (2017) šŸ’„ ā€“ Cited by 45
  • Comparison of NaĆÆve Bayes and SVM using PSO for e-wallet review (2020) šŸ’³ ā€“ Cited by 39
  • Sentiment analysis for Halodoc app using NaĆÆve Bayes, SVM, and KNN (2021) šŸ©ŗ ā€“ Cited by 34
  • Sentiment analysis of cosmetic reviews using SVM and PSO (2015) šŸ’… ā€“ Cited by 32
  • Machine Learning for Beginners (2022) šŸ“– ā€“ Cited by 29
  • E-wallet sentiment analysis using NaĆÆve Bayes and SVM (2020) šŸ’¼ ā€“ Cited by 25
  • Sentiment analysis of cosmetic product review using feature selection comparison (2015) šŸ‘— ā€“ Cited by 25
  • Decision support system for employee bonus using AHP at Buah Hati Ciputat Hospital (2018) šŸ„ ā€“ Cited by 24
  • Decision support system for employee selection with profile matching analysis (2017) šŸ§‘ā€šŸ’¼ ā€“ Cited by 20
  • Web-based thesis monitoring system for Mercu Buana University (2020) šŸ’» ā€“ Cited by 16
  • Application of seasonal multiplicative decomposition for inventory forecasting at PT. Agrinusa (2020) šŸ“¦ ā€“ Cited by 13
  • Sentiment analysis of public acceptance of COVID-19 vaccines in Indonesia (2023) šŸ’‰ ā€“ Cited by 11
  • Feature selection using v-shaped transfer function for salp swarm algorithm in sentiment analysis (2023) šŸŸ ā€“ Cited by 11

Conclusion āœ…

Dr. Dinar Ajeng Kristiyantiā€™s strong academic credentials, prolific research output, and numerous recognitions make her highly suitable for the Best Researcher Award. Her expertise in computer science, coupled with her dedication to innovation and teaching, align well with the award’s criteria, making her a strong candidate for this prestigious recognition.

 

 

 

Dinar Ajeng Kristiyanti | Data Mining | Best Researcher Award

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