Difference between revisions of "Knowledge-Aware-Search"
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==User Query== | ==User Query== | ||
| + | ''''''SCENARIO 1'''''': Is the document snippet sharing specific information on the use of Buprenorphine in dosages exceeding 4mg daily?<br> | ||
==System Query== | ==System Query== | ||
Revision as of 03:10, 11 May 2013
This wiki contains documentation for the article on Knowledge-Aware Search, developed as part of the PREDOSE project. PREDOSE is the acronym for PREscription Drug abuse Online Surveillance and Epidemiology, which is an inter-disciplinary project between the Ohio Center of Excellence in Knowledge-enabled Computing (Kno.e.sis) and the Center for Interventions, Treatment and Addictions Research (CITAR) at Wright State University.
Contents
- 1 Overview
- 2 People
- 3 Framework
- 3.1 Ontology
- 3.2 Context-Free Grammar and Query Language Specification
- 3.3 Corpus Annotations
- 4 Search System
- 5 Evaluation
- 6 Funding
Overview
People
Delroy Cameron
Nishita Jaykumar
Gary A. Smith
Gaurish Anand
Swapnil Soni
Krishnaprasad Thirunarayan
Kera Z. Watkins
Amit P. Sheth
Framework
Ontology
Context-Free Grammar and Query Language Specification
LEGEND
| RULES | |
| ONTOLOGY | |
| LEXICON | |
| LEXICON/ONTOLOGY | |
| EXAMPLES |
Primary Nonterminals
| Class Name | Class Source | Class Type |
| INTERVAL | Alphabet | Compound |
| FREQUENCY | Alphabet | Compound |
| DOSAGE | Alphabet | Compound |
| ENTITY | Ontology | Simple |
| ROA (Route-Of-Administration) | Lexicon/Ontology | Simple |
| DRUGFORM | Lexicon/Ontology | Simple |
| SIDEEFFECT | Lexicon/Ontology | Simple |
| EMOTION | Lexicon | Simple |
| PRONOUN | Lexicon | Simple |
| INTENSITY | Lexicon | Simple |
| SENTIMENT | Lexicon | Simple |
Ubiquitous Nonterminals
EQUIVALENCE
| > | greater than | more than | above | in excess of | slightly above | little more | bit more | slightly more | high | higher | highest | higher than | |
| < | less than | lower than | below | in lack of | slightly below | little less | bit less | slightly less | |
| = | exactly | precisely | |
| >= | greater than or equal to | more than | above | in excess of | slightly above | little more | bit more | slightly more | exactly | precisely | high | higher | highest | higher than | |
| <= | less than or equal to | less than | lower than | below | in lack of | slightly below | little less | bit less | slightly less | exactly | precisely | |
DEFINITIONS
| NUMERIC_AMOUNT | -999.99 | ... | 0 | ... | 3-4 | ... | 24/7 | 999 | |
| WORDED_AMOUNT | one | once | two | twice | three | thrice | four | five | six | seven | eight | nine | ten | eleven | twelve | thirteen | fourteen | fifteen | sixteen | seventeen | eighteen | nineteen | twenty | thirty | forty | fifty | sixty | seventy | eighty | ninty | hundred | |
| NUMBER | 0 | 1 | ... | 100 | |
| AMOUNT | NUMBER | WORDED_AMOUNT | |
| RANGE | [0 - NUMBER] WORDS | |
Ontology Nonterminals
| Buprenorphine | addnok | bup | bupe | bupes | bupey | buprel | buprenex | buprenorphine | buprenorphine analgesic | buprenorphine opioid dependence | buprenorphone | buprigesic | bups | butrans | film | films | morgesic | norspan | probuphine | saboxine | sobos | strip | strips | sub | subbies | subox | suboxene | suboxone | suboxone film | suboxone tablet | subs | subutex | tecs | temgesic | tex | tidigesic | xone | |
| Heroin | ||
Grammar Alphabet Nonterminals
INTERVAL
| PAST_DETERMINER | ago | prior | previous | since | before | last | past | ||
| PRESENT_DETERMINER | now | about | around | several | couple | every | all | this | ||
| FUTURE_DETERMINER | next | later | after | ||
| PERIOD | PAST_DETERMINER | PRESENT_DETERMINER | FUTURE_DETERMINER | ||
| TIME_INDICATOR | |||
| HOUR | hour | hours | hr | hrs | ||
| MINUTE | minute | minutes | min | mins | ||
| SECOND | second | seconds | sec | secs | ||
| DURATION_INDICATOR | |||
| DECADE | decade | decades | ||
| YEAR | year | years | yr | yrs | annum | ||
| MONTH | month | months | mth| mths | mo | ||
| WEEK | week | weeks| wk | wks | ||
| DAY | day | days | night | nights | nite | nites | morning | mornings | mornin | evening | evenin | evenings | afternoon | noon | ||
| DURATION_PERIOD | PAST_DETERMINER RANGE PERIOD | years ago, weeks prior | |
| PRESENT_DETERMINER RANGE PERIOD | weeks now | ||
| FUTURE_DETERMINER RANGE PERIOD | weeks later, days after | ||
| PERIOD_DURATION | PAST_DETERMINER RANGE DURATION_INDICATOR | last year, previous day | |
| PRESENT_DETERMINER RANGE DURATION_INDICATOR | about a year, around a month | ||
| FUTURE_DETERMINER RANGE DURATION_INDICATOR | later years, next day | ||
| TIME_PERIOD | TIME_INDICATOR RANGE PAST_DETERMINER | hours ago, minutes before | |
| TIME_INDICATOR RANGE PRESENT_DETERMINER | hours now | ||
| TIME_INDICATOR RANGE FUTURE_DETERMINER | hours later, minutes after | ||
| PERIOD_TIME | PAST_DETERMINER RANGE TIME_INDICATOR | last hour | |
| PRESENT_DETERMINER RANGE TIME_INDICATOR | several hours, couple of minutes | ||
| FUTURE_DETERMINER RANGE TIME_INDICATOR | next hour | ||
| AMOUNT_TIME_PERIOD | AMOUNT RANGE TIME_PAST_PERIOD | 5 minutes ago | |
| AMOUNT RANGE TIME_PRESENT_PERIOD | 10 hours now | ||
| AMOUNT RANGE TIME_FUTURE_PERIOD | 5 minutes later | ||
| AMOUNT_TIME | AMOUNT RANGE TIME_INDICATOR | 15 seconds | |
| PERIOD_AMOUNT_TIME | PAST_DETERMINER RANGE AMOUNT_TIME | last 2 hours, past 2 minutes | |
| PRESENT_DETERMINER RANGE AMOUNT_TIME | around 2 hours | ||
| FUTURE_DETERMINER RANGE AMOUNT_TIME | next 15 seconds, after 2 minutes | ||
| AMOUNT_DURATION_PERIOD | AMOUNT RANGE DURATION_PAST_PERIOD | 5 years ago | |
| AMOUNT RANGE DURATION_PRESENT_PERIOD | 5 years now | ||
| AMOUNT RANGE DURATION_FUTURE_PERIOD | 5 years later, 9 months after | ||
| AMOUNT_DURATION | AMOUNT RANGE DURATION_INDICATOR | 15 months | |
| PERIOD_AMOUNT_DURATION | PAST_DETERMINER RANGE AMOUNT_DURATION | last 15 weeks, last 2 years | |
| PRESENT_DETERMINER RANGE AMOUNT_DURATION | about 3 monts, around five years | ||
| FUTURE_DETERMINER RANGE AMOUNT_DURATION | next 15 weeks, after 2 years | ||
| INTERVAL | DURATION_PERIOD | PERIOD_DURATION | TIME_PERIOD | PERIOD_TIME | AMOUNT_TIME_PERIOD | AMOUNT_TIME | PERIOD_AMOUNT_TIME | AMOUNT_DURATION_PERIOD | AMOUNT_DURATION | PERIOD_AMOUNT_DURATION | ||
FREQUENCY
| FREQUENCY_ITEM | hourly | daily | weekly | bi-weekly | biweekly | monthly | yearly | annually | |
| FREQUENCY_INDICATOR | times | times a | times an | both times | |
| PER_INDICATOR | per | / | FREQUENCY_INDICATOR | |
| PER_SECOND | PER_INDICATOR RANGE SECOND | /second, times a second |
| PER_MINUTE | PER_INDICATOR RANGE MINUTE | per minute, /minute |
| PER_HOUR | PER_INDICATOR RANGE HOUR | hourly | per hour, times an hour |
| PER_DAY | PER_INDICATOR RANGE DAY | daily | nightly | / day, per day |
| PER_WEEK | PER_INDICATOR RANGE WEEK | weekly, bi-weekly | biweekly | per week, /week |
| PER_MONTH | PER_INDICATOR RANGE MONTH | monthly | bi-monthly | bimonthly | /month, times a month |
| PER_YEAR | PER_INDICATOR RANGE YEAR | yearly | annually | per year, /year |
| PER_DECADE | PER_INDICATOR RANGE DECADE | times a year, per year |
| PER_TIMEINDICATOR | PER_SECOND | PER_MINUTE | PER_HOUR | PER_DAY | PER_WEEK | PER_MONTH | PER_YEAR | PER_DECADE |
per min, per hour, /min, /hour |
| PER_DURATION_INDICATOR | PER_INDICATOR RANGE DURATION_INDICATOR | per day, per week, /week, /month |
| AMOUNT_PER_TIME_INDICATOR | AMOUNT RANGE PER_TIME_INDICATOR | 5 per min, per hour, 24 mg /min |
| AMOUNT_FREQUENCY | AMOUNT RANGE FREQUENCY_INDICATOR | 5 times |
| AMOUNT_FREQUENCY_DURATION | AMOUNT_FREQUENCY RANGE DURATION_INDICATOR | 5 times a day |
| FREQUENCY_DURATION | FREQUENCY_INDICATOR RANGE DURATION_INDICATOR | times a day |
| FREQUENCY_TIME | FREQUENCY_INDICATOR RANGE TIME_INDICATOR | times a hour |
| PERIOD_FREQUENCY_DURATION | PERIOD_DETERMINER RANGE FREQUENCY_INDICATOR | several times a day |
| PERIOD_FREQUENCY_TIME | PERIOD_DETERMINER RANGE FREQUENCY_TIME | several times a day |
| AMOUNT_FREQUENCY_TIME | AMOUNT RANGE FREQUENCY_TIME | several times a day |
| AMOUNT_PER_TIME | AMOUNT RANGE PER_TIME_INDICATOR | 5 per min, per hour, 24 mg /min |
| AMOUNT_PER_DURATION | AMOUNT RANGE FREQUENCY_TIME | 5 per day, 10 per week |
| FREQUENCY | PER_TIME_INDICATOR | PER_DURATION_INDICATOR | AMOUNT_FREQUENCY_DURATION | PERIOD_FREQUENCY_DURATION | PERIOD_FREQUENCY_TIME | AMOUNT_FREQUENCY_TIME | AMOUNT_PER_TIME | AMOUNT_PER_DURATION | FREQUENCY_ITEM | |
DOSAGE
| CUBIC_CENTIMETER | cc | ccs | cubic c | cubic cs | cubic centimeter | cubic centimeters | cubic centimetres | cubic centimetre | cubic centi-meter | cubic centi-meters | cubic centi-metre | cubic centi-metres | |
| BAG | bag | bags | |
| POUND | lb | lbs | pound | pounds | |
| GRAM | g | gs | gm | gms | gram | grams | |
| MILLIGRAM | mg | mgs | milligram | milligrams | milli-gram | milli-grams | |
| MICROGRAM | ug | ugs | mcg | mcgs | microgram | micrograms | micro-gram | micro-grams | |
| KILOGRAM | kg | kgs | kilogram | kilograms | kilo-gram | kilo-grams | |
| LITER | litre | litres | liter | liters | |
| MILLILITER | ml | mls | millilitre | millilitres | milliliter | milliliters | milli-litre | milli-litres | milli-liter | milli-liters | |
| MICROLITER | mcl | mcls | microlitre | microlitres | microliter | microliters | micro-litre | micro-litres | micro-liter | micro-liters | |
| OUNCE | oz | ozs | ounce | ounces | |
| TABLET | tablet | tablets | tab | tabs | |
| UNIT | CUBIC_CENTIMETER | BAG | POUND | GRAM | MILLIGRAM | MICROGRAM | KILOGRAM | LITER | MILLILITER | MICROLITER | OUNCE | TABLET | |
| NUMERIC_AMOUNT_UNIT | NUMBER_AMOUNT | UNIT |
1-5 grams, 2 mcg |
| WORDED_NUMERIC_AMOUNT_UNIT | WORD_AMOUNT | UNIT |
hundred milligrams, one ecstasy tablet |
| DOSAGE | NUMERIC_AMOUNT_UNIT | WORDED_NUMERIC_AMOUNT_UNIT | |
Lexicon Nonterminals
PRONOUN
| DEMONSTRATIVE_PRONOUN | this | that | these | those | |
| PERSONAL_PRONOUN | i | me | you | she | her | he | him | it | we | us | they | them | |
| POSSESSIVE_PRONOUN | my | our | ours | your | yours | his | her | hers | its | their | theirs | mine | |
| REFLEXIVE_PRONOUN | myself | ourselves | yourself | yourselves | himself | herself | itself | themselves | |
| RELATIVE_PRONOUN | that | which | who | whom | whose | whichever | whoever | whomever | |
| INDEFINITE_PRONOUN | anybody | anyone | anything | each | either | everybody | everyone | everything | neither | nobody | no one | nothing | one | somebody | someone | something | both | few | many | several | all | any | most | none | some | |
| INTERROGATIVE_PRONOUN | what | who | which | whom | whose | |
INTENSITY
| LOW | low | very low | lower | lower than | lowest | small | very small | smaller | smaller than | smallest | less | less than | less is more | least | |
| AVERAGE | average | ideal | |
| HIGH | high | very high | higher | highest | large | very large | larger | largest | more | most | excess | excessive | |
ROA (Route-of-Administration)
| ENTERAL | ate | chewing | drink | eat | insufflate | plug | plugged | smoke | smoked | sniff | snort |
| EPIDURAL | inject | injected | injection |
| INTRAARTERIAL | IV | IVed | IV’ed | IVing | IV’ing | inject | injected | injection |
| INTRACARDIAC | inject | injected | injection |
| INTRACEREBRAL | inject | injected | injection |
| INTRADERMAL | IV | IV’ed | IVing | inject | injected | injection | sniff | snort | snorting | bumping | railing | doozing |
| INTRAMUSCULAR | inject | injected | injection | skin poppin |
| INTRAVENOUS | IV | IVed | IV’ed | IVing | IV’ing | inject | injected | injection |
| INHALATIONAL | smoke | smokes | smoked | smoking | sniff | sniffed | sniffing |snort | snorted | snorting | bumping | railing | doozing |
| INTRAPERITONEAL | inject | injected | injection |
| INTRATHECAL | inject | injected | injection |
| INTRAOSSEOUS INFUSION | inject | injected | injection |
| NASAL | sniff | snort | snorting | bumping | railing | doozing |
| PARENTERAL | inject | injected | injection |
| TRANSDERMAL | patch | patches |
| TRANSMUCOSAL | snort | snorted | snorting | sniff | sniffed | sniffing | bumping | railing | doozing |
| TOPICAL | patch | patches |
| SUBCUTANEOUS | inject | injected | injection |
Lexico-ontology Nonterminals
SIDEEFFECT
| MILD | bruising | itching | itching of skin | tingling | tingling in arms | tingling in hands | tingling legs | tingling in body parts | burning in fingers | burning in toes | burning in feet | burning in body parts | changes in behavior | cold | cold hands | cold feet | numbing of hands | numbing of feet | numbing of fingers | numbness of hands | numbness in feet | numbness in toes | numbness in fingers | nodding | muscle pain | muscle stiffness | muscle cramps | muscle weakness | muscle aches | muscle tenderness | loss of appetite | loss of thirst | lightheadedness | light-colored stool | redness | leg redness | swelling of the eyelid | redness of the eyelid | light-colored bowel movement | leg pain | leg swelling | leg tenderness | lack of sweating | lack of energy | itching sensation | burning sensation | irritation at the site of application | irritation at the injection site | increased thirst | increased sensitivity to light | increased sensitivity to glare | increased sensitivity to sun | inability to pass gas | inability to have a bowel movement | ill effects | hoarseness | frequent urination | frequent urge to urinate | tiredness | sore throat | fertility problem | pain in arm | pain in leg | pain in the back | pain in side | temporary blurred vision | pain in stomach | pain in the joints | pain in the upper right part of the stomach | fatigue | feeling anxious | aching pain in the hips | aching pain in the groin | difficulty doing exercise | aching pain in the thighs | swelling in the big toe | pale stools | dark stools | black stools | pale skin | paleness | paleness of tongue | paleness of lips | paleness of palms | grayness of the lips | grayness of the tongue | grayness of palms | peeling skin | puking | vomiting | uncontrollable movements | headache | muscle contractions | redness in the place where you applied the medication | tenderness in the place where you applied the medication | swelling in the place where you applied the medication | pain in the place where you applied the medication | warmth in the place where you applied the medication | taste changes | warmth in leg | restlessness | ringing in ears | buzzing in ears | buzzing in your ears | rush | sensitivity of the eyes to light | sensitivity to light | sickness | symptoms | sleeplessness | slurred speech | sore in the mouth | sore in the jaw | sore throat | chills | cough | signs of infection | stinging | stomach cramps | stomach pain | stomach upset | straining | pain during bowel movements | |
| MODERATE | blisters | blistering | skin blisters that are itchy | skin blisters that are painful | skin discoloration | skin eruptions | skin irritation | yellowing of the skin | peeling of skin | blistering of skin | blood in urine | blood in stool | bloody stool | blue-green urine | orange-colored urine | red urine | pink urine | bluish skin color | bluish-colored fingernails | bluish-colored lips | bluish-colored skin | brown colored urine | prickling | blurred vision | decreased vision | vision problem | blurry vision | cloudy vision | rash | rash in skin | lumps in skin | numbness | weakness in arms | weakness in legs | cellulitis | change in vision | changes in skin color | changes in vision | confusion | pus | swelling | coughing up mucus | coughing up material that is bright red | dark colored urine | nervousness | noisy breathing | high pitched breathing | nausea | nasal burning | joint pain | joint stiffness | mood changes | rage | memory problem | lower back pain | loss of vision | loss of consciousness | joint aches | infection | infection of dialysis access | pus filled areas of the skin | infected filled areas of the scalp | infected areas of skin | redness of the eye | swelling of the eye | itching of the eye | difficulty swallowing | hot area on the skin | red area on the skin | swollen area on the skin | throat tightness | hives | hallucination | seeing things | hearing voices | flu-like symptoms | fever | faintness | fainting | eye pain | easy bruising | easy bleeding | foul smelling vaginal discharge | prolonged erection | painful erection | frequent erection | flushing | erection that lasts for hours | painful erection of the penis | ear pain | drainage of pus in the mouth | double vision | dizziness | painful urination | difficulty urinating | difficulty thinking clearly | difficulty understanding reality | difficulty speaking | difficulty when urinating | difficulty in seeing colors | difficulty in seeing clearly | difficulty falling asleep | difficulty staying asleep | difficulty urination | decreased consciousness | dark urine | dark red spots in the mouth | pain and swelling of the sinuses | overactive reflexes | swelling in joints | pain when urinating | weakness in body parts | weakness in hands | weakness in legs | weakness in arms | weakness in feet | painful white patches in the mouth or throat | vaginal infection | vaginal itching | hearing loss | very severe pain at the injection site | vision changes | vision loss | vomit that looks like coffee grounds | yellow skin | darkened skin | yellowing of skin | yellowing of eyes | excessive weight loss | rapid weight loss | hemorrhoid | rectal bleeding | red blood in stool | pus-filled bumps on the skin | red scaly patches on the skin | unexplained weight gain | unusual bleeding | unusual bruising | swelling at the injection site | redness at the injection site | pain at the injection site | blisters on the palms of the hands | blisters on the soles of the feet | redness the palms of the hands | redness the soles of the feet | pain the palms of the hands | pain the soles of the feet | swelling the palms of the hands | swelling the soles of the feet | upset stomach | uncontrollable shaking | uncontrollable face movement | uncontrollable mouth movement | uncontrollable jaw movement | unpleasant taste | unusual movements of the head | unusual movements of the neck muscles | unusual movements of face | unusual movements of body that you cannot control | unusual muscle weakness | difficulty with muscle control | unusual swelling of the face | unusual tiredness or weakness | oozing pus | signs of skin infection in the place where you applied | tightness in throat | including status epilepticus | swollen veins in the legs | symptoms | crusting of the skin | swelling of the tongue | swelling of the throat | swelling of the inside of the nose | swelling of the face | swelling of the hands | swelling of the arms | swelling around the mouth | swelling around the eyes | swelling of the affected area | swelling of the face | swelling of the tongue | swelling of the lips | swelling of the throat | swelling of the arms | swelling of the hands | swelling of the feet | swelling of the ankles | swelling of the lower legs |
| SEVERE | abnormal heartbeat | bone pain | chest pain | chest discomfort | chest tightness | chills | coma | constant pain | convulsions | seizures | coughing up blood | irregular heartbeat | fast heartbeat | difficulty breathing | angina | severe chest pain | increased in frequency of chest pain | pounding heartbeat | fast heartbeat | fast heartbeat | rapid heart rate | rapid heartbeat | rapid pulse | irregular pulse | problems with coordination | problems with balance | vomiting blood | wheezing | severe rash | severe red skin rash | unusual lump | unusual mass | trouble breathing | thinking about killing | thinking about harming | severe abdominal pain | severe diarrhea | severe irritation of the skin | severe itching | severe burning | shaking hands that you cannot control | shortness of breath | slow heart rate | pulse less than 50 beats per minute | slow heartbeat | irregular heartbeat | weak heartbeat | swollen glands | swollen glands in the neck | swollen lymph nodes | symptoms | stroke | sudden change or loss of vision | sudden stomach pain | severe stomach pain | sudden weakness of an arm | sudden numbness of an arm | sudden numbness of leg | sudden weakness of leg | sudden weight gain | sweating |
EMOTION
| AFFECTION | adoration | affection | love | fondness | liking | attraction | caring | tenderness | compassion | sentimentality | lovin | loving | |
| LUST | arousal | desire | lust | lusting | passion | infatuation | |
| LONGING | longing | |
| CHEERFULNESS | amused | amusement | bliss | blithe | cheerful | cheerfulness | gay | gaiety | glee | gleeful | glad | gladness | jolly | jolliness | jovial | joviality | joy | joyful | delight | delightful | enjoyed | enjoyment |happy | happiness |jubilation | elated | elation | ecstasy | euphoria | satisfaction | |
| ZEST | enthusiasm | zeal | zest |excited | exciting | excitement | thrill | thrilling | exhilaration | | |
| CONTENTMENT | contented | contentedness | Contentment | pleasure | satisfied | satisfaction | gratified | gratification | |
| PRIDE | pride | proud | prideful | pridefulness | triumph | |
| OPTIMISM | eagerness | expecting | hope | hopeful | hoping | hopefulness | optimistic | optimism | |
| ENTHRALLMENT | enthrallment | enthrall | rapture | |
| RELIEF | relief | ease | relaxation | alleviation | |
| SURPRISE | amazement | amazed | surprise | surprised | surprising | astonished | astonishment | astounded | unexpected | |
| IRRITATION | aggravation |irritation | irritated | irritating | agitation | annoyed | annoyance |disturbing | grouchiness | grumpiness | |
| EXASPERATION | exasperation | frustration | |
| RAGE | anger | rage | outrage | fury | wrath | hostility | ferocity | bitterness | hate | loathing | scorn | spite | vengefulness | dislike | resentment | vengeance | |
| DISGUST | disgust | revulsion | contempt | disgusting | disgusted | |
| ENVY | envy | jealousy | jealous | envying | |
| TORMENT | torment | tormented | |
| SUFFERING | aggravation | irritation | irritated | irritating | agitation | annoyed | annoyance | disturbing | grouchiness | grumpiness | suffer | |
| DEPRESSION | depressed | depression | depressing | cheerless | despair | despairing | dejected | hopelessness | heartbroken | brokenhearted | heartbreak | heartache | gloom | glumness |sad | sadness | unhappy | unhappiness | grief | sorrow | woe | misery | melancholy | |
| DISAPPOINTMENT | dismay | disappointment | disappointed | disappointing | displeasure | letdown | |
| SHAME | ashamed | shame | regret | regretful | regretting | remorseful | guilt | remorse | guilty | |
| NEGLECT | alienation | isolation | neglect | loneliness | rejection | homesickness | defeat | dejection | insecurity | embarrassment | humiliation | insult | |
| SYMPATHY | pity | sympathy | compassion | compassionate | sympathizing | sympathetic | |
| HORROR | alarm | shock | hysteria | mortification | fear | fright | horror | terror | scare | panic | scared | frightened | fearful | panicking | panicked | panicky | |
| CONFUSE | confused | confusing | confusion | confuse | |
| DISCONTENTMENT | discontent | discontented | unsatisfied | disgruntled | displeased | dissatisfied | |
| EMBARRASSMENT | embarrassment | embarrass | embarrassed | embarrassing | abashment | awkwardness | abashed | |
| FORGIVENESS | forgiveness | forgive | pardon | forgiving | |
| THANKFULNESS | thankfulness | thankful | appreciation | gratitude | gratefulness | appreciative | grateful | |
| BLAME | blame | blamed | blaming | |
| NERVOUSNESS | anxiety | nervousness | tenseness | tension | uneasiness | worry | anxious | nervous | tense | uneasy | worried | worrying | |
| LOVE | AFFECTION | LUST | LONGING | |
| JOY | CHEERFULNESS | ZEST | CONTENTMENT | PRIDE | OPTIMISM | ENTHRALLMENT | RELIEF | |
| ANGER | IRRITATION | EXASPERATION | RAGE | DISGUST | ENVY | TORMENT | |
| SADNESS | SUFFERING | DEPRESSION | DISAPPOINTMENT | SHAME | NEGLECT | SYMPATHY | |
| FEAR | HORROR | NERVOUSNESS | |
DRUGFORM
| LIQUID | syrups | elixirs | suspensions | ointment | oral spray | emulsions |
| SOLID | powder | tablet | tab | pill | pills | tablets | tabs | capsules | capsule | caplets | cap | dry powder inhaler | DPI | paste |
SENTIMENT
| POSITIVE | Im glad | I'm glad | Luckily | awesome | benefit | best choices | best for me | best | didnt feel sick | didn't feel sick | easier | effective | efficacy | emotions come back | favorite | feelings of happiness | get me through | good | great | handy | help A LOT | help immensely | help you | helped me out | helpin more | helping | helps | highly respectable | incredible | isnt a waste | i'snt a waste | it potentiates | most certainly help | normal | pleasant | pretty | prevents any problems | ready | relieved | safety | should be happy | stopped the W/D | to get ok | worked for me | worked perfectly | working | works | works pretty well | would help |
| NEGATIVE | Big fucking mistake | threw up | It was bad | Its really rough | It' s really rough | NEVER work | No longer | SEVERELY dangerous | a number on | avoid using it | bad thing | bad | cant stop sneezing | could be toxic | dangerous | didnt do shit | didn't do shit | didnt go | didn't go | dirty whore | disappointed | dizzy | dont work | fall | feel sick | feel weird | freaking out | fucked up | fucking awful | fucking ever | hard | harm | hated | horrible side effects | horrible withdrawal | hurt | ineffectiveness | it sounds dreadful | lazy | miserable | nauseous | negative | neurotoxicity | no free lunch | no goer | no reduction | not sure | not worth | potential dangers | pretty shitty | prolongs the inevitable | rough | scary | shit | sketchy | still dependent | tremor | turn out bad | very wary | vomiting hard core | want to puke | weird pressure | weird | will not work | wont work | won't work | worst heartburn | worst migraine | worth a shit | wrong |
Primary Nonterminals
| EQUIVALENCE |
| DEFINITIONS |
| INTERVAL |
| FREQUENCY |
| DOSAGE |
| ENTITY |
| ROA (Route-Of-Administration) |
| DRUGFORM |
| SIDEEFFECT |
| EMOTION |
| PRONOUN |
| INTENSITY |
| SENTIMENT |
Secondary Nonterminals
| SECONDARY-NONTERMINALS | |
| AFFECTION | |
| AMOUNT_DURATION | |
| AMOUNT_DURATION_PERIOD | |
| AMOUNT_FREQUENCY | |
| AMOUNT_FREQUENCY_DURATION | |
| AMOUNT_FREQUENCY RANGE DURATION_INDICATOR | |
| AMOUNT_FREQUENCY_TIME | |
| AMOUNT_PER_DURATION | |
| AMOUNT_PER_TIME | |
| AMOUNT_PER_TIME_INDICATOR | |
| AMOUNT RANGE DURATION_FUTURE_PERIOD | |
| AMOUNT RANGE DURATION_INDICATOR | |
| AMOUNT RANGE DURATION_PAST_PERIOD | |
| AMOUNT RANGE DURATION_PRESENT_PERIOD | |
| AMOUNT RANGE FREQUENCY_INDICATOR | |
| AMOUNT RANGE FREQUENCY_TIME | |
| AMOUNT RANGE PER_TIME_INDICATOR | |
| AMOUNT RANGE TIME_FUTURE_PERIOD | |
| AMOUNT RANGE TIME_INDICATOR | |
| AMOUNT RANGE TIME_PAST_PERIOD | |
| AMOUNT RANGE TIME_PRESENT_PERIOD | |
| AMOUNT_TIME | |
| AMOUNT_TIME_PERIOD | |
| ANGER | |
| AVERAGE | |
| BAG | |
| BLAME | |
| CHEERFULNESS | |
| CONFUSE | |
| CONTENTMENT | |
| CUBIC_CENTIMETER | |
| DEMONSTRATIVE_PRONOUN | |
| DEPRESSION | |
| DISAPPOINTMENT | |
| DISCONTENTMENT | |
| DISGUST | |
| DOSAGE | |
| DURATION_INDICATOR | |
| DURATION_PERIOD | |
| EMBARRASSMENT | |
| ENTERAL | |
| ENTHRALLMENT | |
| ENVY | |
| EPIDURAL | |
| EXASPERATION | |
| FEAR | |
| FORGIVENESS | |
| FREQUENCY_DURATION | |
| FREQUENCY_INDICATOR | |
| FREQUENCY_INDICATOR RANGE DURATION_INDICATOR | |
| FREQUENCY_INDICATOR RANGE TIME_INDICATOR | |
| FREQUENCY_ITEM | |
| FREQUENCY_TIME | |
| FUTURE_DETERMINER | |
| FUTURE_DETERMINER RANGE AMOUNT_DURATION | |
| FUTURE_DETERMINER RANGE AMOUNT_TIME | |
| FUTURE_DETERMINER RANGE DURATION_INDICATOR | |
| FUTURE_DETERMINER RANGE PERIOD | |
| FUTURE_DETERMINER RANGE TIME_INDICATOR | |
| GRAM | |
| HIGH | |
| HORROR | |
| INDEFINITE_PRONOUN | |
| INHALATIONAL | |
| INTERROGATIVE_PRONOUN | |
| INTRAARTERIAL | |
| INTRACARDIAC | |
| INTRACEREBRAL | |
| INTRADERMAL | |
| INTRAMUSCULAR | |
| INTRAOSSEOUS INFUSION | |
| INTRAPERITONEAL | |
| INTRATHECAL | |
| INTRAVENOUS | |
| IRRITATION | |
| JOY | |
| KILOGRAM | |
| LIQUID | |
| LITER | |
| LONGING | |
| LOVE | |
| LOW | |
| LUST | |
| MICROGRAM | |
| MICROLITER | |
| MILD | |
| MILLIGRAM | |
| MILLILITER | |
| MODERATE | |
| NASAL | |
| NEGATIVE | |
| NEGLECT | |
| NERVOUSNESS | |
| NUMERIC_AMOUNT_UNIT | |
| OPTIMISM | |
| OUNCE | |
| PARENTERAL | |
| PAST_DETERMINER | |
| PAST_DETERMINER RANGE AMOUNT_DURATION | |
| PAST_DETERMINER RANGE AMOUNT_TIME | |
| PAST_DETERMINER RANGE DURATION_INDICATOR | |
| PAST_DETERMINER RANGE PERIOD | |
| PAST_DETERMINER RANGE TIME_INDICATOR | |
| PER_DAY | |
| PER_DECADE | |
| PER_DURATION_INDICATOR | |
| PER_HOUR | |
| PER_INDICATOR | |
| PER_INDICATOR RANGE DAY | |
| PER_INDICATOR RANGE DECADE | |
| PER_INDICATOR RANGE DURATION_INDICATOR | |
| PER_INDICATOR RANGE HOUR | |
| PER_INDICATOR RANGE MINUTE | |
| PER_INDICATOR RANGE MONTH | |
| PER_INDICATOR RANGE SECOND | |
| PER_INDICATOR RANGE WEEK | |
| PER_INDICATOR RANGE YEAR | |
| PERIOD_AMOUNT_DURATION | |
| PERIOD_AMOUNT_TIME | |
| PERIOD_DETERMINER RANGE FREQUENCY_INDICATOR | |
| PERIOD_DETERMINER RANGE FREQUENCY_TIME | |
| PERIOD_DURATION | |
| PERIOD_FREQUENCY_DURATION | |
| PERIOD_FREQUENCY_TIME | |
| PERIOD_TIME | |
| PER_MINUTE | |
| PER_MONTH | |
| PER_SECOND | |
| PERSONAL_PRONOUN | |
| PER_TIMEINDICATOR | |
| PER_WEEK | |
| PER_YEAR | |
| POSITIVE | |
| POSSESSIVE_PRONOUN | |
| POUND | |
| PRESENT_DETERMINER | |
| PRESENT_DETERMINER RANGE AMOUNT_DURATION | |
| PRESENT_DETERMINER RANGE AMOUNT_TIME | |
| PRESENT_DETERMINER RANGE DURATION_INDICATOR | |
| PRESENT_DETERMINER RANGE PERIOD | |
| PRESENT_DETERMINER RANGE TIME_INDICATOR | |
| PRIDE | |
| RAGE | |
| REFLEXIVE_PRONOUN | |
| RELATIVE_PRONOUN | |
| RELIEF | |
| SADNESS | |
| SEVERE | |
| SHAME | |
| SOLID | |
| SUBCUTANEOUS | |
| SUFFERING | |
| SURPRISE | |
| SYMPATHY | |
| TABLET | |
| THANKFULNESS | |
| TIME_INDICATOR | |
| TIME_INDICATOR RANGE FUTURE_DETERMINER | |
| TIME_INDICATOR RANGE PAST_DETERMINER | |
| TIME_INDICATOR RANGE PRESENT_DETERMINER | |
| TIME_PERIOD | |
| TOPICAL | |
| TORMENT | |
| TRANSDERMAL | |
| TRANSMUCOSAL | |
| UNIT | |
| WORDED_NUMERIC_AMOUNT_UNIT | |
| ZEST | |
Template Pattern Productions
| Template Patterns | |
| 1 | PRONOUN:DOSAGE:ENTITY:INTERVAL |
| 2 | PRONOUN:ROA:DOSAGE:ENTITY |
| 3 | PRONOUN:DOSAGE:ENTITY:ROA:INTERVAL |
| 4 | PRONOUN:DOSAGE:ENTITY |
| 5 | PRONOUN:ROA:DOSAGE:INTERVAL |
| 6 | ENTITY:ROA:DOSAGE |
| 7 | ENTITY:DOSAGE:INTERVAL* |
| 8 | ENTITY:PRONOUN:DOSAGE |
| 9 | DOSAGE:SIDEEFFECT |
| 10 | DOSAGE:FEELING |
| 11 | ENTITY:PRONOUN:ROA:DOSAGE |
| 12 | PRONOUN:ENTITY:DOSAGE:INTERVAL |
| 13 | PRONOUN:DOSAGE:FEELING |
| 14 | PRONOUN:DOSAGE:SIDEEFFECT |
| 15 | ENTITY:PRONOUN:DOSAGE:INTERVAL |
| 16 | PRONOUN:ENTITY:INTERVAL:DOSAGE |
| 17 | PRONOUN:DOSAGE:ENTITY:SIDEEFFECT |
| 18 | PRONOUN:INTENSITY:ENTITY |
| 19 | INTENSITY:ENTITY:DOSAGE:INTERVAL |
| 20 | INTENSITY:ENTITY:DOSAGE:INTERVAL |
| 21 | PRONOUN:INTENSITY:FEELING |
| 22 | ENTITY:PRONOUN:INTENSITY:DOSAGE |
| 23 | PRONOUN:ENTITY:PRONOUN:DOSAGE |
| 24 | PRONOUN:DOSAGE:ENTITY:FEELING |
| 25 | INTENSITY:ENTITY:ROA:DOSAGE |
| 26 | ENTITY:INTENSITY |
| 27 | ENTITY:INTENSITY:DOSAGE |
| 28 | PRONOUN:INTENSITY:DOSAGE:INTERVAL |
| 29 | SIDEEFFECT:DOSAGE:PRONOUN |
| 30 | INTENSITY:ENTITY |
| 31 | PRONOUN:ROA:DOSAGE:INTENSITY:ENTITY |
| 32 | INTENSITY:ENTITY:DOSAGE |
| 33 | PRONOUN:ENTITY:INTENSITY |
| 34 | PRONOUN:PRONOUN:DOSAGE:INTERVAL |
| 35 | PRONOUN:DOSAGE:ENTITY:DOSAGE:INTERVAL |
| 36 | PRONOUN:INTENSITY:ENTITY:INTENSITY:ENTITY |
| 37 | PRONOUN:DOSAGE:ENTITY:ROA |
| 38 | PRONOUN:DOSAGE:INTERVAL |
| 39 | PRONOUN:SIDEEFFECT:INTENSITY |
| 40 | ENTITY:INTERVAL:SIDEEFFECT |
| 41 | PRONOUN:DOSAGE:ENTITY:DRUGFORM |
| 42 | ENTITY:SIDEEFFECT |
| 43 | ENTITY:VERB:ENTITY |
| 44 | PRONOUN:DOSAGE:DRUGFORM |
| 45 | PRONOUN:VERB:ENTITY |
| 46 | ENTITY:VERB |
| 47 | INTERVAL:ENTITY |
| 48 | DOSAGE:ENTITY |
| 49 | PRONOUN:DOSAGE:PRONOUN |
| 50 | DOSAGE:ENTITY:SIDEEFFECT |
| 51 | SIDEEFFECT:ENTITY |
| 52 | SIDEEFFECT:DOSAGE |
| 53 | ENTITY:DOSAGE:ENTITY* |
| 54 | ENTITY:ENTITY |
| 55 | PRONOUN |
| 56 | PRONOUN:DOSAGE |
| 57 | ENTITY:FREQUENCY:SIDEEFFECT |
| 58 | ENTITY:FREQUENCY:EMOTION |
| 59 | ENTITY:PRONOUN:SIDEEFFECT |
| 60 | PRONOUN:ENTITY:SIDEEFFECT |
| 61 | ENTITY:PRONOUN:SENTIMENT |
| 62 | ENTITY:FREQUENCY:SENTIMENT |
Corpus Annotations
SystemT
AQL
create dictionary periodDeterminer as ( 'ago', 'prior', 'previous', 'since', 'now', 'next', 'last', 'later', 'about', 'around', 'before', 'after', 'several','almost', 'few', 'couple', 'every','all' );
create dictionary Buprenorphine_dict as
(
'Buprel', 'Buprenex',
'Buprenorphine',
'Buprenorphine analgesic',
'Buprenorphine opioid dependence', 'Probuphine',
'Subbies',
'Suboxone', 'Suboxone film',
'Suboxone tablet', 'Subs',
'Subutex', 'Temgesic',
'film', 'films', 'strip',
'strips',
'sub', 'tecs', 'tex',
'Zubsolv'
);
create view Buprenorphine_view as extract dictionaries 'Buprenorphine_dict' on D.text as buprenorphine from Document D;
create dictionary demonstrative_pronoun_dict as ( 'this', 'that', 'these', 'those' );
create dictionary personal_pronoun_dict as ( 'i', 'me','you', 'she','her', 'he','him', 'it', 'we','us', 'they','them' );
create dictionary possessive_pronoun_dict as ( 'my', 'your', 'our', 'ours', 'your','yours', 'his','her', 'hers', 'its', 'their','theirs', 'mine' );
create dictionary reflexive_pronoun_dict as ( 'myself', 'ourselves', 'yourself','yourselves', 'himself','herself', 'itself','themselves' );
create dictionary relative_pronoun_dict as ( 'that', 'which', 'who', 'whom', 'whose', 'whichever', 'whoever', 'whomever' );
create dictionary interrogative_pronoun_dict as ( 'what', 'who', 'whom', 'which', 'whose' );
create dictionary indefinite_pronoun_dict as
(
'anybody', 'anyone','anything',
'each','either',
'everybody','everyone','everything',
'neither','nobody','no one','nothing','one',
'somebody','someone','something',
'both','few','many','several',
'all','any','most','none','some'
);
create view Pronounview as
extract
dictionaries
'personal_pronoun_dict' and 'relative_pronoun_dict' and
'demonstrative_pronoun_dict' and 'indefinite_pronoun_dict' and
'reflexive_pronoun_dict' and 'interrogative_pronoun_dict' and
'possessive_pronoun_dict'
on D.text as match
from Document D;
Search System
Information Need
User Query
'SCENARIO 1': Is the document snippet sharing specific information on the use of Buprenorphine in dosages exceeding 4mg daily?
System Query
Evaluation
Funding
This project is sponsored by the National Institutes of Health (NIH) Grant No. R21 DA030571-01A1 awarded to the Ohio Center of Excellence in Knowledge-enabled Computing (Kno.e.sis) and the Center for Treatment, Interventions and Addictions Research (CITAR) titled “A Study of Social Web Data on Buprenorphine Abuse using Semantic Web Technology.” Any opinions, findings, conclusions or recommendations expressed in this material are those of the investigator(s) and do not necessarily reflect the views of the National Institutes of Health.
Contact: Delroy Cameron
