domiKnow game data ================== The files in this folder (vocab.txt, lexicon.txt, phrases.txt, edges.bin, edge_rels.bin, phrase_edges.bin, phrase_edge_rels.bin, vectors.bin, families.bin, solver_veto.bin, puzzles.json, meta.json) are adapted from the datasets below and are licensed under the Creative Commons Attribution-ShareAlike 4.0 International licence (CC BY-SA 4.0): https://creativecommons.org/licenses/by-sa/4.0/ Changes made: filtered to English words and short concepts that can be played; ConceptNet edges kept between those words only (weight 1.0 and up), with the most specific relation per pair; Numberbatch vectors smoothed with ConceptNet neighbours, reduced to 96 dimensions (PCA) and quantised to int8; word frequencies rounded; puzzles and solutions generated from all of the above. Sources ------- ConceptNet 5.7 (https://conceptnet.io), CC BY-SA 4.0. Robyn Speer, Joshua Chin and Catherine Havasi. "ConceptNet 5.5: An Open Multilingual Graph of General Knowledge." AAAI 2017. ConceptNet includes material from Wiktionary, WordNet, Open Mind Common Sense, OpenCyc, DBPedia and other sources: https://github.com/commonsense/conceptnet5/wiki/Copying-and-sharing-ConceptNet ConceptNet Numberbatch 19.08 (https://github.com/commonsense/conceptnet-numberbatch), CC BY-SA 4.0. Same authors and citation as ConceptNet. wordfreq (https://github.com/rspeer/wordfreq), by Robyn Speer: word frequencies. Its data is CC BY-SA 4.0. ENABLE word list (public domain). The game's code is not covered by this licence.