Dr. Maria Seraphina Astriani, S.Kom., M.T.I

Dr. Maria Seraphina Astriani, S.Kom., M.T.I

Faculty Member - Lecturer

  • seraphina@binus.ac.id
  • -
  • Jakarta, Indonesia

Profile & Qualification

Dr. Maria Seraphina Astriani, S.Kom., M.T.I

Faculty Member – Lecturer

Computer Science Program, BINUS University International

 

DEGREE & EDUCATION

  • Doctor of Computer Science (DCS) – Bina Nusantara University (2016 – 2020)
  • Master of Informatics Engineering – Bina Nusantara University (2008 – 2010)
  • Bachelor of Computer Science, Informatics Engineering – Bina Nusantara University (2003 – 2007)

 

FIELD OF STUDY

  • Software Development
  • Software Engineering and Databases
  • Multimedia and Visual Programming
  • Computing Basics

 

CURRENT TEACHING AREAS

  • Data Structures and Algorithms
  • Software Engineering
  • Algorithm Design and Analysis

 

Scopus: https://www.scopus.com/authid/detail.uri?authorId=36815698400

Google Scholar: https://scholar.google.co.id/citations?user=3Itrd4YAAAAJ&hl=en

 

Research & Publication

List of Journal Publications

  • ICOBAR 2022 (The 4th International Conference on Biospheric Harmony Advanced Research). Eden Eternal: Game Based on Candi Prambanan Indonesian Folklore. June 22–23, 2022, Jakarta, Indonesia.

  • ISRITI 2021 (The 4th International Seminar on Research of Information Technology & Intelligent Systems – Machine Learning for Data Science). Eye Tracking and Head Movement-Orientation Solution Design to Perceive People’s Minds While Seeing COVID-19 Advertisements. December 16–17, 2021, Yogyakarta (Virtual Zoom Conference).

  • ICCOMSET 2021 (The 4th International Conference on Computer, Science, Engineering and Technology). EEG and Eye Tracker Solution Design to Determine the Most Attractive COVID-19 e-Flyer. December 22, 2021, Cirebon (Virtual Zoom Conference).

  • ICITISEE 2021 (The 2021 IEEE 5th International Conference on Information Technology, Information Systems and Electrical Engineering). ITfResch: Customer Neuroscience Data Collection and Analysis IT Strategic Planning for Memorizing COVID-19 Advertisements. November 24–25, 2021, Purwokerto (Virtual Zoom Conference).

  • ICEED 2021 (The 5th International Conference on Eco Engineering Development). BeeDelibox: A Better Solution for Food and Beverage Delivery Box Based on Authorization. November 17–18, 2021, Jakarta (Virtual Zoom Conference).

  • ICCSAI 2021 (The 1st International Conference on Computer Science and Artificial Intelligence). Memorizing COVID-19 Advertisement: Customer Neuroscience Data Collection Techniques Using EEG and fMRI. October 28, 2021, Jakarta (Virtual Zoom Conference).

  • ICITech 2021 (The 2nd International Conference on Innovative and Creative Information Technology). COVID-19 Self-Detection Magic Mirror with IoT-Based Heart Rate and Temperature Sensors. September 23–25, 2021, Salatiga (Virtual Zoom Conference).

  • ICMIS 2021 (The 3rd International Conference on Management Information Systems). The Relationship of COVID-19 Advertisement and Human Memory: A Solution Design Using Mouse Cursor Tracking Approach. August 27–29, 2021, Jakarta (Virtual Zoom Conference).

  • The 3rd ICComSET 2020 (International Conference on Computer, Science, Engineering and Technology). Value Network and SWOT-Based Knowledge Management System in the Information Technology Division of the Bank. December 22, 2020, Tasikmalaya, Indonesia.

  • The 3rd ICComSET 2020. Bring Your Own Device (BYOD) Restaurant: Self-Service Dining Ordering System. December 22, 2020, Tasikmalaya, Indonesia.

  • The 3rd ICComSET 2020. Specify Project Requirements Into Simplicity (SPIRITS): Freelance Marketplace Integrated with Web-Based Project Management Software. December 22, 2020, Tasikmalaya, Indonesia.

  • ICEED 2020 (The 4th International Conference on Eco Engineering Development). Comparison of Fall Detection Methods and Model-Based Pattern Recognition Prospects in Green Computing Implementation Using Smartphones. November 10–11, 2020, Jakarta, Indonesia.

  • ICCSCI 2020 (The 5th International Conference on Computer Science and Computational Intelligence). Promoting Data Availability Framework Using Gamification on Smartphone-Based Human Fall Detection Activities. November 19–20, 2020, Jakarta, Indonesia.

  • ICIMTech 2020 (International Conference on Information Management and Technology). Threshold-Based Low Power Consumption Human Fall Detection for Healthcare and Monitoring Systems. August 13–14, 2020, Jakarta, Indonesia.

  • ICIMTech 2020. Pervasive Health Monitoring System for Activity Detection. August 13–14, 2020, Jakarta, Indonesia.

  • ICOBAR 2020 (The 2nd International Conference on Biospheric Harmony Advanced Research). Low Power Consumption Fall Detection Using Three Features. June 23–24, 2020, Jakarta, Indonesia.

  • Ans-Assist: Robust Human Fall Detection for Unconstrained Smartphone Positions Using Modified Long Short-Term Memory Cell. International Journal of Recent Technology and Engineering, Vol. 8(4), pp. 5659–5663, November 2019.

  • Human Fall Detection Using Accelerometer and Gyroscope Sensors in Unconstrained Smartphone Positions. International Journal of Recent Technology and Engineering, Vol. 8(3), pp. 69–75, September 2019.

  • ICOBAR 2019 (The 1st International Conference on Biospheric Harmony Advanced Research). Human Fall Detection Using a Low Power Consumption Long Short-Term Memory Model Based on Smartphone Sensor Data. June 27–28, 2019, Tangerang, Indonesia.

  • IEEE/IIAI AIT 2019 (IEEE/IIAI International Congress on Applied Information Technology). Long Short-Term Memory for Human Fall Detection Based on Gamification with Unconstrained Smartphone Positioning. November 4–6, 2019, Yogyakarta, Indonesia.

  • @MITS 2017 (International Conference of Advanced Management and Information Technology Services). Human Fall Detection Using Accelerometer and Gyroscope Sensors with Unconstrained Smartphone Positions. September 26–28, 2017, Labuan Bajo, Flores, Indonesia.

  • IEEE COMCOM 2017 (IEEE International Conference on Applied Computer and Communication Technologies). Smartphone Sensor Selection Using Decision Tree and KNN to Detect Head Movements in Virtual Reality Applications. May 17–18, 2017, Jakarta, Indonesia.

  • ICIMTech 2016 (2016 International Conference on Information Management and Technology). Delivering an Interactive Presentation in Support of Dynamic Teaching Methods with an IT Blueprint Framework: IT Initiative – ITBluTric. November 16–18, 2016, Bandung, Indonesia.

 

Intellectual Property Rights

  • ReaITBlu Based On COVID-19 Advertisements Case. No: EC00202215043, 000330408. October 29, 2021.
  • COVID-19 HeAt (Health Self-Assessment) Magic Mirror. No: EC00202214767, 000330126. October 28, 2021.
  • Detecting Fall Movements Using Long Short-Term Memory Based on Smartphone Sensor Data (Mendeteksi Gerakan Jatuh Menggunakan Long Short-Term Memory Berbasis Data Dari Sensor Telepon Genggam Pintar). No: EC00202106051, 000233268. July 11, 2020.

Professional Engagement

  • Bee AR Teacher: Create Your Own AR. 2022.

  • Seamless Learning with Interactive Projection Mapping. 2022.

  • Consumer Neuroscience to Increase Health Awareness on COVID-19 Advertisements. 2021.

  • BeeDelibox: A Better Solution for Food or Drink Delivery Boxes During the COVID-19 Pandemic Era. 2021.

  • HeAt (Health Self-Assessment) COVID-19: A Pervasive Computing Solution for Better Daily Life and Health. 2021.

  • Robust Human Fall Detection Method for Health Monitoring. 2020.

  • Human Fall Detection Based on Smartphone Sensor Data. 2019.

  • Human Activity Recognition Method Using Smartphone Sensors for People with Special Needs. 2018.

  • Smartphone Head Movements Detection on Virtual Reality. 2017.

  • IT Initiative – Strategy for Extracting Custom Website Features Based on the IT Blueprint Framework. 2016.

  • IT Initiative for Developing Interactive Teaching Methods Based on the IT Blueprint Framework. 2016.

Reward & Grants

  • Best Paper Award
    ICOBAR 2020 (The 2nd International Conference on Biospheric Harmony Advanced Research)
    Awarded by: Bina Nusantara University, Jakarta, Indonesia
    Date: 23–24 June 2020

  • Long Service Year Award
    Awarded by: Bina Nusantara University
    Date: 23 October 2016

  • Faculty Excellence Award
    Awarded by: Bina Nusantara University International
    Date: 8 September 2016