From 3e010a9f821a7019e21f6eab1f81e35b41f7e59a Mon Sep 17 00:00:00 2001 From: SinhSinh An Date: Tue, 23 Jun 2026 19:43:48 -0700 Subject: [PATCH] feat: sort course name autocomplete by totalStudents Sum total_students per course and fold a logarithmic popularity bonus into the autocomplete distance score so popular courses outrank obscure variants with similar titles. Closes #181 --- src/app/api/courseNameAutocomplete/route.ts | 12 ++++++-- src/data/course_name_table.json | 2 +- src/scripts/generateCourseNameTable.ts | 33 +++++++++++++++++++-- 3 files changed, 41 insertions(+), 6 deletions(-) diff --git a/src/app/api/courseNameAutocomplete/route.ts b/src/app/api/courseNameAutocomplete/route.ts index 5740c1d..fe4e233 100644 --- a/src/app/api/courseNameAutocomplete/route.ts +++ b/src/app/api/courseNameAutocomplete/route.ts @@ -3,8 +3,10 @@ import untypedCourseNameTable from 'src/data/course_name_table.json'; import type { GenericFetchedData } from 'src/utils/GenericFetchedData'; import { type SearchQuery } from 'src/utils/SearchQuery'; +type TableEntry = SearchQuery & { totalStudents: number }; + const courseNameTable = untypedCourseNameTable as { - [key: string]: SearchQuery[]; + [key: string]: TableEntry[]; }; //find all the prefixes in the course name table @@ -200,12 +202,18 @@ export async function GET(request: Request) { }) .sort((a, b) => b - a)[0] ?? 0; + const popularityBonus = + result.totalStudents > 0 + ? -Math.log10(result.totalStudents + 1) + : 0; + return { distance: (smartNumberMatch < 0 ? 0 : distanceMetric) + // if checking course number, ignore distance metric 2 * smartWordCapture + // double weight for word capture prefixPriority + - smartNumberMatch, + smartNumberMatch + + 5 * popularityBonus, title: title, result: result, }; diff --git a/src/data/course_name_table.json b/src/data/course_name_table.json index cfe2031..2feed06 100644 --- a/src/data/course_name_table.json +++ b/src/data/course_name_table.json @@ -1 +1 @@ -{"Optimal Estimation and Kalman Filter":[{"prefix":"SYSE","number":"6325"},{"prefix":"MECH","number":"6325"}],"Optimal Estimation and Kalman Filter - Opt Estimation & Kalman Filtr":[{"prefix":"SYSE","number":"6325"},{"prefix":"MECH","number":"6325"}],"Special Topics - Signal Theory":[{"prefix":"SYSE","number":"6V80"}],"Data Science for Engineers - Data Science for Engineers":[{"prefix":"SYSE","number":"3355"}],"Nonlinear Systems":[{"prefix":"SYSE","number":"6324"},{"prefix":"MECH","number":"6313"},{"prefix":"EECS","number":"6336"},{"prefix":"BMEN","number":"6388"}],"Multi-Agent Robotic Systems - Multi-agent Robotic Systems":[{"prefix":"SYSE","number":"6327"}],"Special Topics - Deep Learning":[{"prefix":"SYSE","number":"6V80"}],"Special Topics - 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