Mathematical Semiotic Modeling of the 45-Week Effective Education Calendar: 15,198-Hour Integral and the 25-Minute Circadian Cycle

This study develops a mathematical semiotic model of the Indonesian education calendar based on 45 effective weeks. From a total calendar of 365 days, after subtracting 104 weekend days, 10 days of first-semester break, 10 days of second-semester break, and 15 national holidays, 226 effective days are obtained, or 45.2 weeks, rounded to 45 weeks. The parabolic model f(x) = -x² + 45x + 0.25 is used to represent the dynamics of learning load. The vertex of the parabola at x = 22.5 is interpreted as 3 June, the beginning of the Even Semester Examination. The peak value f(22.5) = 506.5 hours is converted into 21.1 days, so that 3 June + 21.1 days = 24 June as the report-card distribution date. The integral from 0 to 45 of f(x) dx = 15,198 hours is interpreted as institutional hour accumulation. The division 15,198 / 12 = 1,266.5 hours/year is consistent with the Merdeka Curriculum load of 1,260-1,320 lesson hours per year. Physiological analysis with a 25-minute focus + 5-minute break ultradian cycle yields a net learning time of 3.75 hours/day, which constitutes the core of the gross 4.75 hours/day in class. Keywords: Education Calendar, 45 Effective Weeks, Mathematical Semiotics, Parabolic Model, Circadian Cycle, Merdeka Curriculum

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-11
DOI
https://doi.org/10.5281/zenodo.24147193
Primary Topic
Educational Curriculum and Learning Methods
Type
preprint
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
NOV
preprint

Mathematical Semiotic Modeling of the 45-Week Effective Education Calendar: 15,198-Hour Integral and the 25-Minute Circadian Cycle

Heryanto Sembiring
Zenodo (CERN European Organization for Nuclear Research)
Educational Curriculum and Learning Methods
preprint

Mathematical Semiotic Modeling of the 45-Week Effective Education Calendar: 15,198-Hour Integral and the 25-Minute Circadian Cycle

Heryanto Sembiring
preprint en

Abstract

This study develops a mathematical semiotic model of the Indonesian education calendar based on 45 effective weeks. From a total calendar of 365 days, after subtracting 104 weekend days, 10 days of first-semester break, 10 days of second-semester break, and 15 national holidays, 226 effective days are obtained, or 45.2 weeks, rounded to 45 weeks. The parabolic model f(x) = -x² + 45x + 0.25 is used to represent the dynamics of learning load. The vertex of the parabola at x = 22.5 is interpreted as 3 June, the beginning of the Even Semester Examination. The peak value f(22.5) = 506.5 hours is converted into 21.1 days, so that 3 June + 21.1 days = 24 June as the report-card distribution date. The integral from 0 to 45 of f(x) dx = 15,198 hours is interpreted as institutional hour accumulation. The division 15,198 / 12 = 1,266.5 hours/year is consistent with the Merdeka Curriculum load of 1,260-1,320 lesson hours per year. Physiological analysis with a 25-minute focus + 5-minute break ultradian cycle yields a net learning time of 3.75 hours/day, which constitutes the core of the gross 4.75 hours/day in class. Keywords: Education Calendar, 45 Effective Weeks, Mathematical Semiotics, Parabolic Model, Circadian Cycle, Merdeka Curriculum

Zenodo (CERN European Organization for Nuclear Research)
Educational Curriculum and Learning Methods
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Laika access coming soon