Comp4321 The Index May 14 2026

The anatomy of a top result.

query · love letter titl search aka · doc № 050
title ×2.0 body match

Forward index · top stems on this page

segment 15 user 10 imdb 10 la 10 movi 8 un 8 rate 8 titl 7 nuit 7 l 6 dvd 5 plot 5 dan 5 film 5

document length 558 body tokens  ·  max tf 15 (segment)  ·  vocabulary 333 distinct stems  ·  title 2 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 stems0.0092
  2. cosine(query, title) × 2.0 title boost ×2.0 applied0.2159
  3. weighted subtotal cosBody + 2.0 × cosTitle0.2251
  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 × pagerank0.2251

Per-query-stem · how each term contributes

  1. love wid 0147 · df 70 body tf 2 title tf 1 idf 2.100
  2. letter wid 0159 · df 11 body tf 0 title tf 0 idf 4.769
  3. titl wid 1103 · df 288 body tf 7 title tf 0 idf 0.059
  4. search wid 0153 · df 147 body tf 0 title tf 0 idf 1.029
  5. aka wid 0331 · df 140 body tf 0 title tf 0 idf 1.100

Outlinks (1)