Comp4321 The Index May 14 2026

The anatomy of a top result.

query · make season search titl tv · doc № 144
title ×2.0 body match

Forward index · top stems on this page

episod 19 bam 16 rate 12 user 10 imdb 10 show 9 titl 8 viva 8 la 8 movi 6 quot 6 margera 6 cast 5 plot 5

document length 586 body tokens  ·  max tf 19 (episod)  ·  vocabulary 353 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 stems0.0536
  2. cosine(query, title) × 2.0 title boost ×2.0 applied0.5331
  3. weighted subtotal cosBody + 2.0 × cosTitle0.5867
  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 × pagerank0.5867

Per-query-stem · how each term contributes

  1. make wid 0407 · df 67 body tf 0 title tf 0 idf 2.163
  2. season wid 0230 · df 25 body tf 3 title tf 1 idf 3.585
  3. search wid 0153 · df 147 body tf 0 title tf 0 idf 1.029
  4. titl wid 1103 · df 288 body tf 8 title tf 0 idf 0.059
  5. tv wid 1104 · df 288 body tf 4 title tf 0 idf 0.059

Outlinks (1)