Table 4 2-way food pairings based on the similarity search of food representations generated by FlavorGraph.
Chemical recommendation of food pairings | Recipe&novelty recommendation of food pairings | ||||||
|---|---|---|---|---|---|---|---|
FlavorGraph (All nodes) | FlavorDB | FlavorGraph (All nodes) | FlavorDB | FlavorGraph (Non hub nodes only) | KicheNette | FlavorGraph (Non hub nodes only) | KicheNette |
Graph embedding | # of shared molecules | Graph embedding | # of shared molecules | Graph embedding | Siamese neural network prediction | Graph embedding | Siamese neural network prediction |
Tomato | Onion | Tomato | Onion | ||||
lettuce(119) | tea(186) | garlic(120) | cocoa(120) | whole_wheat_hamburger_bun(0) | lettuce(119) | frozen_lima_bean(0) | bay_leaf(0) |
cucumber(115) | potato(161) | potato(119) | garlic(120) | miracle_whip_light(0) | avocado(122) | sweet_green_pepper(0) | celery(103) |
avocado(122) | mango(160) | celery(103) | peanut(120) | sweet_green_pepper(0) | cucumber(115) | smoked_cheddar_cheese(0) | ground_beef(0) |
onion(118) | guava(158) | chive(118) | potato(119) | serrano_chili_pepper(0) | bean_dip(0) | lean_ground_beef(0) | potato(119) |
potato(161) | apple(158) | tomato(118) | tomato(118) | yellow_sweet_pepper(0) | eggplant(109) | beef_stew_meat(0) | carrot(106) |
cheese(59) | grape(152) | pepper(96) | chive(118) | spam(0) | turmeric_powder(0) | canned_tomato(0) | tomato_paste(0) |
jalapeno(0) | soybean(151) | cabbage(112) | soybean(117) | ears_of_corn(0) | garam_masala(0) | serrano_ham(0) | beef_broth(0) |
cumin(105) | strawberry(149) | carrot(106) | green_beans(115) | bacon_piece(0) | red_chili_powder(0) | stewed_tomato(0) | beef_stock(0) |
cheddar_cheese(67) | cocoa(149) | mushroom(111) | tea(115) | ranch_salad_dressing(0) | tostada(2) | green_pepper(0) | green_pepper(0) |
red_bell_pepper(0) | mushroom(149) | green_bean(115) | leek(114) | taco_shell(0) | taco_shell(0) | anaheim_chilies(0) | stewing_beef(0) |
Pepper | Cinnamon | Pepper | Cinnamon | ||||
green_bell_pepper(3) | ginger(160) | nutmeg(138) | pepper(144) | round_steak(0) | oregano(149) | apple_pie_filling(0) | allspice(124) |
sweet_basil(5) | laurel(159) | vanilla(104) | ginger(141) | garlic_salt(0) | ground_beef(0) | real_vanilla_extract(0) | clove(129) |
red_bell_pepper(3) | rosemary(154) | allspice(124) | laurel(141) | frozen_corn_kernel(0) | potato(114) | canned_pumpkin_puree(0) | raisin(6) |
cumin(136) | basil(151) | clove(129) | basil(139) | corn_flake_crumb(0) | thyme(130) | light_margarine(0) | baking_soda(0) |
orange_bell_pepper(3) | spearmint(149) | walnut(102) | rosemary(138) | sweet_onion(0) | elbow_macaroni(0) | pumpkin_puree(0) | apple(113) |
oregano(149) | oregano(149) | mace(18) | nutmeg(138) | browning_sauce(0) | basil(151) | canned_pumpkin(0) | nutmeg(138) |
yellow_bell_pepper(3) | nutmeg(149) | raisin(6) | oregano(134) | dark_sesame_oil(0) | celery(146) | sour_milk(0) | applesauce(0) |
basil(151) | orange(148) | pecan(105) | cassia(133) | soft_breadcrumb(0) | onion(96) | solid_pack_pumpkin(0) | brown_sugar(0) |
parsley(140) | celery(146) | shortening(2) | tea(131) | frozen_hash_brown_potato(0) | hamburger(4) | mashed_sweet_potato(0) | pumpkin_puree(0) |
carrot(141) | dill(145) | sugar(4) | celery(130) | crushed_tomato(0) | marjoram(145) | quick_oat(0) | canned_pumpkin(0) |
