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| 1 | <?php |
| 2 | // ElasticSearch function for entity weight |
| 3 | // satu function is from includes/Search/RescoreBuilders.php in CirrusSearch |
| 4 | // The formula is: x^a/(k^a+x^a) |
| 5 | // NOTE: that satu is always 0.5 when x == k. |
| 6 | // See also: https://www.desmos.com/calculator/ahuzvkiqmi |
| 7 | return [ |
| 8 | 'entity_weight' => [ |
| 9 | 'score_mode' => 'sum', |
| 10 | 'functions' => [ |
| 11 | [ |
| 12 | // Incoming links: k = 100, since it is normal to have a bunch of incoming links |
| 13 | 'type' => 'satu', |
| 14 | 'weight' => '0.6', |
| 15 | 'params' => [ 'field' => 'incoming_links', 'missing' => 0, 'a' => 1, 'k' => 100 ] |
| 16 | ], |
| 17 | [ |
| 18 | // Site links: k = 20, tens of sites is a lot |
| 19 | 'type' => 'satu', |
| 20 | 'weight' => '0.4', |
| 21 | 'params' => [ 'field' => 'sitelink_count', 'missing' => 0, 'a' => 2, 'k' => 20 ] |
| 22 | ], |
| 23 | ], |
| 24 | ], |
| 25 | 'entity_weight_boost' => [ |
| 26 | 'score_mode' => 'sum', |
| 27 | 'functions' => [ |
| 28 | [ |
| 29 | // Incoming links: k = 100, since it is normal to have a bunch of incoming links |
| 30 | 'type' => 'satu', |
| 31 | 'weight' => '0.6', |
| 32 | 'params' => [ 'field' => 'incoming_links', 'missing' => 0, 'a' => 1, 'k' => 100 ] |
| 33 | ], |
| 34 | [ |
| 35 | // Site links: k = 20, tens of sites is a lot |
| 36 | 'type' => 'satu', |
| 37 | 'weight' => '0.4', |
| 38 | 'params' => [ 'field' => 'sitelink_count', 'missing' => 0, 'a' => 2, 'k' => 20 ] |
| 39 | ], |
| 40 | [ |
| 41 | // (De)boosting by statement values, see statementBoost in search settings |
| 42 | 'type' => 'term_boost', |
| 43 | 'weight' => '0.1', |
| 44 | 'params' => [ |
| 45 | 'statement_keywords' => '_statementBoost_' |
| 46 | ] |
| 47 | ] |
| 48 | ], |
| 49 | ], |
| 50 | ]; |