Knowledge-Aware-Search
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
Overview
People
Delroy Cameron
Nishita Jaykumar
Gary A. Smith
Gaurish Anand
Swapnil Soni
Krishnaprasad Thirunarayan
Kera Z. Watkins
Amit P. Sheth
Framework
Ontology
Grammar and Language Specification
LEGEND
EXAMPLES | |
ONTOLOGY SOURCE |
Template Classes
Template Class Name | Class Source | Class Type |
INTERVAL | Grammar | Compound |
FREQUENCY | Grammar | Compound |
DOSAGE | Grammar | Compound |
INTENSITY | Grammar | Compound |
ENTITY | Ontology | Simple |
PRONOUN | Grammar | Simple |
ROA (Route-Of-Administration) | Grammar | Simple |
SIDEEFFECT | Grammar | Simple |
EMOTION | Grammar | Simple |
DRUGFORM | Grammar | Simple |
Compound Template Classes
INTERVAL
PAST_PERIOD_DETERMINER | ago | prior | previous | since | before | last | ||
PRESENT_PERIOD_DETERMINER | now | about | around | several | couple | every | all | ||
FUTURE_PERIOD_DETERMINER | next | later | after | ||
PERIOD_DETERMINER | |||
PAST_PERIOD_DETERMINER | |||
PRESENT_PERIOD_DETERMINER | |||
FUTURE_PERIOD_DETERMINER | |||
TIME_INTERVAL | hour | hours | hrs | hr | minute | minutes | mins | min | second | seconds | sec | secs | ||
DURATION_INTERVAL | decade | decades | year | years | yrs | month | months | mths | mo | wk | week | weeks | wks | day | days | night | nite | morning | mornin | evening | afternoon | noon | ||
WORD_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 | WORD_AMOUNT | ||
DURATION_PERIOD | DURATION_INTERVAL RANGE PERIOD_DETERMINER | years ago, weeks prior | |
PERIOD_DURATION | PERIOD_DETERMINER RANGE DURATION_INTERVAL | next year, previous day | |
TIME_PERIOD | TIME_INTERVAL RANGE PERIOD_DETERMINER | hours ago, minutes before | |
PERIODTIME | PERIOD_DETERMINER RANGE TIME_INTERVAL | next hour, several minutes | |
AMOUNT_TIME_PERIOD | AMOUNT RANGE TIME_PERIOD | 5 minutes ago | |
AMOUNT_TIME | AMOUNT RANGE TIME_INTERVAL | 15 seconds | |
PERIOD_AMOUNT_TIME | PERIOD_DETERMINER RANGE AMOUNT_TIME | next 15 seconds, after 2 minutes | |
AMOUNT_DURATION_PERIOD | AMOUNT RANGE DURATION_PERIOD | 5 years ago | |
AMOUNT_DURATION | AMOUNT RANGE DURATION_INTERVAL | 15 months | |
PERIOD_AMOUNT_DURATION | PERIOD_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_INDICATOR | hourly | daily | weekly | bi-weekly | biweekly | monthly | yearly | annually | times | times a | both times | |
PER_INDICATOR | per | / | |
PERTIMEINDICATOR | PERINDICATOR RANGE TIMEINDICATOR | per min, per hour, /min, /hour |
PERDURATIONINDICATOR | PERINDICATOR RANGE DURATIONDICATOR | per day, per week, /week, /month |
AMOUNTPERTIMEINDICATOR | AMOUNT RANGE PERTIMEINDICATOR | 5 per min, per hour, 24 mg /min |
AMOUNTFREQUENCY | AMOUNT RANGE FREQUENCY_INDICATOR | 5 times |
AMOUNTFREQUENCYDURATION | AMOUNTFREQUENCY RANGE DURATIONINDICATOR | 5 times a day |
FREQUENCYDURATION | FREQUENCY_INDICATOR RANGE DURATIONDICATOR | times a day |
FREQUENCYTIME | FREQUENCY_INDICATOR RANGE TIMEINDICATOR | times a hour |
PERIODFREQUENCYDURATION | PERIODDETERMINER RANGE FREQUENCY_INDICATOR | several times a day |
PERIODFREQUENCYTIME | PERIODDETERMINER RANGE FREQUENCYTIME | several times a day |
AMOUNTFREQUENCYTIME | AMOUNT RANGE FREQUENCYTIME | several times a day |
AMOUNTPERTIME | AMOUNT RANGE PERTIMEINDICATOR | 5 per min, per hour, 24 mg /min |
AMOUNTPERDURATION | AMOUNT RANGE FREQUENCYTIME | 5 per day, 10 per week |
HOUR_FREQ | hour, next few hours, per hour, /hour,hourly, every 16 hours, every one hour | |
DAY_FREQ | a day, 5 times a day, 2 days a week, 8 days a month, every other day, everyday, 5 per day, twice per day, once per day, one per day, 7mg per day, twice a day, times a day, thrice a day, once a day, several times a day, daily, next day, next few days, next 5 days, few days, two per day, /day, all night | |
WEEK_FREQ | a week, week, weekly, bi-weekly, every week, once a week, twice a week, thrice a week, five times a week, once every week, twice every week, couple of weeks, weeks before, /week, weeks, about six weeks | |
MONTH_FREQ | monthly, every month, few months, per month, /mo, /month | |
YEAR_FREQ | yearly, annually | |
FREQUENCY | PERTIMEINDICATOR | PERDURATIONINDICATOR | AMOUNTFREQUENCYDURATION | PERIODFREQUENCYDURATION | PERIODFREQUENCYTIME | AMOUNTFREQUENCYTIME | AMOUNTPERTIME | AMOUNTPERDURATION |
DOSAGE
UNIT | 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 | bags | lb |lbs |pound | pounds | g | gs | gm |gms | gram | grams | mg |mgs | milligram | milligrams | milli-gram |milli-grams | kg | kgs | kilogram |kilograms | kilo-gram | kilo-grams | ug | ugs | mcg | mcgs | microgram | micrograms | micro-gram | micro-grams | litre | litres | liter | liters | ml | mls | millilitre | millilitres | milliliter | milliliters | milli-litre | milli-litres | milli-liter | milli-liters | mcl | mcls | microlitre | microlitres | microliter | microliters | micro-litre | micro-litres | micro-liter | micro-liters | nm | nms | nanometer | nanometers | nanometre | nanometres | nano-meter | nano-meters | nano-metre | nano-metres | oz | ozs | ounce | ounces | tablet | tablets | tab | tabs | |
INTENSITY
LOW | very low | high | high tolerance | very small dose | less is more | lower | less | less than | low |
AVERAGE | ideal dose | average |
HIGH | very high | high | high tolerance | higher | large | largest | larger | more | large dose | high |
Simple Template Classes
PRONOUN
DEMONSTRATIVE_PRONOUN | that | these | those |
PERSONAL_PRONOUN | me | you | she | her | he | him | it | we | us | you | they | them |
POSSESSIVE_PRONOUN | your | his | her | its | our | your | their | mine | yours | his | hers | ours | yours | theirs |
REFLEXIVE_PRONOUN | ourselves | yourself | yourselves | himself | herself | itself | themselves |
RELATIVE_PRONOUN | which | who | whom | whose | whichever | whoever | whomever |
INDEFINITE_PRONOUN | 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 | who | which | whom | whose |
ROA (Route-of-Administration)
ENTERAL | chewing | drink | eat | insufflate | plug | plugged | smoke | smoked | sniff | snort |
EPIDURAL | injected | injection |
INTRAARTERIAL | IVed | IV’ed | IVing | IV’ing | inject | injected | injection |
INTRACARDIAC | injected | injection |
INTRACEREBRAL | injected | injection |
INTRADERMAL | IV’ed | IVing | inject | injected | injection | sniff | snort | snorting | bumping | railing | doozing |
INTRAMUSCULAR | injected | injection | skin poppin |
INTRAVENOUS | IVed | IV’ed | IVing | IV’ing | inject | injected | injection |
INHALATIONAL | smokes | smoked | smoking | sniff | sniffed | sniffing |snort | snorted | snorting | bumping | railing | doozing |
INTRAPERITONEAL | injected | injection |
INTRATHECAL | injected | injection |
INTRAOSSEOUS INFUSION | injected | injection |
NASAL | snort | snorting | bumping | railing | doozing |
PARENTERAL | injected | injection |
TRANSDERMAL | patches |
TRANSMUCOSAL | snorted | snorting | sniff | sniffed | sniffing | bumping | railing | doozing |
TOPICAL | patches |
SUBCUTANEOUS | injected | injection |
SIDEEFFECT
MILD | itching | tingling | changes in behavior | cold | cold hands | cold feet |
MODERATE | aggression | back pain | abdominal pain | leg pain | black stools | tarry stools | blisters | blistering | peeling of skin | blistering of skin | blood in urine | blood in stool | bloody stool | blue-green urine | orange-colored urine | bluish skin color | bluish-colored fingernails | bluish-colored lips | bluish-colored skin | blurred vision | decreased vision | vision problems |blurry vision | cloudy vision | rash | numbness | weakness in arms | weakness in legs | cellulitis | change in vision | changes in skin color | changes in vision | confusion | pus | swelling | coughing up mucus | dark colored urine |
SEVERE | bone pain | chest pain | chest discomfort | chest tightness | chills | coma | constant pain | convulsions | seizures | coughing up blood |
EMOTION
AFFECTION | Adoration | affection | love | fondness | liking | attraction | caring | tenderness | compassion | sentimentality | lovin | loving | |
LUST | Arousal | desire | lust | lusting | passion | infatuation | |
LONGING | Longing | |
LOVE | AFFECTION | LUST | LONGING | |
JOY | Cheerfulness | 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 | zeal | zest |excited | exciting | excitement | thrill | thrilling | exhilaration | | |
Contentment | contentedness | Contentment | pleasure | satisfied | satisfaction | gratified | gratification | |
Pride | proud | prideful | pridefulness | triumph | |
Optimism | expecting |hope | hopeful | hoping | hopefulness | optimistic | optimism | |
Enthrallment | enthrall | rapture | |
Relief | ease | relaxation | alleviation | |
SURPRISE | Surprise | amazed |surprise | surprised | surprising | astonished | astonishment | astounded | unexpected |
ANGER | Irritation | irritation | irritated | irritating | agitation | annoyed | annoyance |disturbing | grouchiness | grumpiness |
Exasperation | frustration | |
Rage | rage | outrage | fury | wrath | hostility | ferocity | bitterness | hate | loathing | scorn | spite | vengefulness | dislike | resentment | vengeance | |
Disgust | revulsion | contempt | disgusting | disgusted | |
Envy | jealousy | jealous | envying | |
Torment | tormented | |
SADNESS | Suffering | irritation | irritated | irritating | agitation | annoyed | annoyance | disturbing |grouchiness | grumpiness |
Sadness | depression | depressing | cheerless | despair | despairing | dejected | hopelessness | heartbroken | brokenhearted | heartbreak | heartache | gloom | glumness |sad | sadness | unhappy | unhappiness | grief | sorrow | woe | misery | melancholy | |
Disappointment | disappointment | disappointed | disappointing | displeasure | letdown | |
Shame | shame |regret | regretful | regretting | remorseful | guilt | remorse | guilty | |
Neglect | isolation | neglect | loneliness | rejection | homesickness | defeat | dejection | insecurity | embarrassment | humiliation | insult | |
Sympathy | sympathy | compassion | compassionate | sympathizing | sympathetic | |
FEAR | Horror | shock | hysteria | mortification | fear | fright | horror | terror | scare | panic | scared | frightened | fearful | panicking | panicked | panicky |
Nervousness | nervousness | tenseness | uneasiness | apprehension | worry | distress | dread | |
Confuse | confusing | confusion | confuse | |
Discontentment | discontented | unsatisfied | disgruntled | displeased | dissatisfied | |
Embarrassment | embarrass | embarrassed | embarrassing | abashment | awkwardness | abashed | |
Forgiveness | forgive | pardon | forgiving | |
Thankfulness | thankful | appreciation | gratitude | gratefulness | appreciative | grateful | |
Blame | blamed | blaming | |
Nervousness | nervousness | tenseness | tension | uneasiness | worry | anxious | nervous | tense | uneasy | worried | worrying | |
PRIMARY_EMOTION | SECONDARY_EMOTION | TERNARY_EMOTION |
DRUGFORM
LIQUID | elixirs | suspensions | ointment | oral spray | emulsions |
SOLID | tablet | tab | pill | pills | tablets | tabs | capsules | capsule | caplets | cap | dry powder inhaler | DPI | paste |
Template Patterns
Template Patterns | ||
1 | PRONOUN:DOSAGE:DRUG:INTERVAL | |
2 | PRONOUN:ROA:DOSAGE:DRUG | |
3 | PRONOUN:DOSAGE:DRUG:ROA:INTERVAL | |
4 | PRONOUN:DOSAGE:DRUG | |
5 | PRONOUN:ROA:DOSAGE:INTERVAL | |
6 | DRUG:ROA:DOSAGE | |
7 | DRUG:DOSAGE:INTERVAL | |
8 | DRUG:PRONOUN:DOSAGE | |
9 | DOSAGE:SIDEEFFECT | |
10 | DOSAGE:FEELING | |
11 | DRUG:PRONOUN:ROA:DOSAGE | |
12 | PRONOUN:DRUG:DOSAGE:INTERVAL | |
13 | PRONOUN:DOSAGE:FEELING | |
14 | PRONOUN:DOSAGE:SIDEEFFECT | |
15 | DRUG:PRONOUN:DOSAGE:INTERVAL | |
16 | PRONOUN:DRUG:INTERVAL:DOSAGE | |
17 | PRONOUN:DOSAGE:DRUG:SIDEEFFECT | |
18 | PRONOUN:INTENSITY:DRUG | |
19 | INTENSITY:DRUG:DOSAGE:INTERVAL | |
20 | INTENSITY:DRUG:DOSAGE:INTERVAL | |
21 | PRONOUN:INTENSITY:FEELING | |
22 | DRUG:PRONOUN:INTENSITY:DOSAGE | |
23 | PRONOUN:DRUG:PRONOUN:DOSAGE | |
24 | PRONOUN:DOSAGE:DRUG:FEELING | |
25 | INTENSITY:DRUG:ROA:DOSAGE | |
26 | DRUG:INTENSITY | |
27 | DRUG:INTENSITY:DOSAGE | |
28 | PRONOUN:INTENSITY:DOSAGE:INTERVAL | |
29 | SIDEEFFECT:DOSAGE:PRONOUN | |
30 | INTENSITY:DRUG | |
31 | PRONOUN:ROA:DOSAGE:INTENSITY:DRUG | |
32 | INTENSITY:DRUG:DOSAGE | |
33 | PRONOUN:DRUG:INTENSITY | |
34 | PRONOUN:PRONOUN:DOSAGE:INTERVAL | |
35 | PRONOUN:DOSAGE:DRUG:DOSAGE:INTERVAL | |
36 | PRONOUN:INTENSITY:DRUG:INTENSITY:DRUG | |
37 | PRONOUN:DOSAGE:DRUG:ROA | |
38 | PRONOUN:DOSAGE:INTERVAL | |
39 | PRONOUN:SIDEEFFECT:INTENSITY | |
40 | DRUG:INTERVAL:SIDEEFFECT | |
41 | PRONOUN:DOSAGE:DRUG:DRUGFORM | |
42 | DRUG:SIDEEFFECT | |
43 | DRUG:VERB:DRUG | |
44 | PRONOUN:DOSAGE:DRUGFORM | |
45 | PRONOUN:VERB:DRUG | |
46 | DRUG:VERB | |
47 | INTERVAL:DRUG | |
48 | DOSAGE:DRUG | |
49 | PRONOUN:DOSAGE:PRONOUN | |
50 | DOSAGE:DRUG:SIDEEFFECT | |
51 | SIDEEFFECT:DRUG | |
52 | SIDEEFFECT:DOSAGE | |
53 | DRUG:DOSAGE:DRUG | |
54 | DRUG:DRUG | |
55 | PRONOUN | |
56 | PRONOUN:DOSAGE |
Corpus Annotations
SystemT
Annotation Query Language (AQL)
create dictionary periodDeterminer as ( 'ago', 'prior', 'previous', 'since', 'now', 'next', 'last', 'later', 'about', 'around', 'before', 'after', 'several','almost', 'few', 'couple', 'every','all' );
Search System
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