Comp4321 The Index May 14 2026

The anatomy of a top result.

query · night titl opera search tv · doc № 072
title ×2.0 body match

Forward index · top stems on this page

imdb 10 user 9 rate 8 tv 6 ricki 6 martin 6 detail 6 movi 5 titl 5 plot 5 on 5 night 5 dvdvhscdall 5 cast 4

document length 354 body tokens  ·  max tf 10 (imdb)  ·  vocabulary 221 distinct stems  ·  title 4 stems

Score breakdown

Re-derived from the same tf·idf cosine values, boost factors, and PageRank multipliers the live ranker just used. weighted = body + title × 2.0 · final = weighted × phrase × pagerank.

  1. cosine(query, body) tf·idf body · 5 resolved stems0.1011
  2. cosine(query, title) × 2.0 title boost ×2.0 applied0.3447
  3. weighted subtotal cosBody + 2.0 × cosTitle0.4458
  4. × phrase multiplier stems not within 5-token window · ×1.0×1.0
  5. × pagerank multiplier PageRank not computed for this page · ×1.0×1.0000
  6. final score weighted × phrase × pagerank0.4458

Per-query-stem · how each term contributes

  1. night wid 0189 · df 34 body tf 5 title tf 1 idf 3.141
  2. titl wid 1103 · df 288 body tf 5 title tf 0 idf 0.059
  3. opera wid 0583 · df 6 body tf 0 title tf 0 idf 5.644
  4. search wid 0153 · df 147 body tf 0 title tf 0 idf 1.029
  5. tv wid 1104 · df 288 body tf 6 title tf 0 idf 0.059

Outlinks (1)