Knowledge-Aware-Search
This wiki contains documentation for the article on Knowledge-Aware Search, developed as part of the PREDOSE project. PREDOSE (PREscription Drug abuse Online Surveillance and Epidemiology project) 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
Swapnil Soni
Gaurish Anand
Kera Z. Watkins
Amit P. Sheth
Framework
Ontology
Context Free Grammar
Template Classes
Compound Template Classes
INTERVAL
Terminals | PERIOD_DETERMINER | ago, prior, previous, since, now, next, last, later,about, around, before, after,several,almost, few, couple, every,all | ||
TIME_INDICATOR | hour, hours, hrs,hr, minute, minutes, mins,min, second, seconds, sec, secs | |||
DURATION_INDICATOR | 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 | |||
DIGIT | [0-100] | |||
RULES | AMOUNT | DIGIT union WORD_AMOUNT | ||
DURATIONPERIOD | DURATION_INDICATOR range PERIOD_DETERMINER | years ago, weeks prior | ||
PERIODDURATION | PERIOD_DETERMINER range DURATION_INDICATOR | next year, previous day | ||
TIMEPERIOD | TIME_INDICATOR range PERIOD_DETERMINER | hours ago, minutes before | ||
PERIODTIME | PERIOD_DETERMINER range TIME_INDICATOR | next hour, several minutes | ||
AMOUNTTIMEPERIOD | AMOUNT range TIMEPERIOD | 5 minutes ago | ||
AMOUNTTIME | AMOUNT range TIME_INDICATOR | 15 seconds | ||
PERIODAMOUNTTIME | PERIOD_DETERMINER range AMOUNTTIME | next 15 seconds, after 2 minutes | ||
AMOUNTDURATIONPERIOD | AMOUNT range DURATIONPERIOD | 5 years ago | ||
AMOUNTDURATION | AMOUNT range DURATION_INDICATOR | 15 months | ||
PERIODAMOUNTDURATION | PERIOD_DETERMINER range AMOUNTDURATION | next 15 weeks, after 2 years | ||
Template Class | INTERVAL |
FREQUENCY
Frequency | ||
Terminals | |
every 15 minutes, every five minutes, 2 times every minute, 6mg per minute, 5 times per minute, /min |
|
hour, next few hours, per hour, /hour,hourly, every 16 hours, every one hour | |
|
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 | |
|
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 | |
|
monthly, every month, few months, per month, /mo, /month | |
|
yearly, annually |
DOSAGE
Dosage | ||
Terminals | enteral | |
INTENSITY
Intensity | ||
Terminals | Low | low, very low,high,high tolerance, very small dose, less is more,lower,less, less than |
Average | average, ideal dose | |
High | high, very high, high, high tolerance, higher, large, largest, larger, more, large dose |
Simple Template Classes
PRONOUN
Pronoun | ||
Terminals | i, me, you, she, her, he, him, it, we, us, you, they, them, this, that, these, those, my, your, his, her, its, our, your, their, mine, yours, his, hers, ours, yours, theirs, myself, ourselves, yourself, yourselves, himself, herself, itself, themselves, that, which, who, whom, whose, whichever, whoever, whomever | |
Terminal Groups | Demonstrative Pronoun | this, that, these, those |
Personal Pronoun | i, me, you, she, her, he, him, it, we, us, you, they, them | |
Possessive Pronoun | my, your, his, her, its, our, your, their, mine, yours, his, hers, ours, yours, theirs | |
Reflexive Pronoun | myself, ourselves, yourself, yourselves, himself, herself, itself, themselves | |
Relative Pronoun | that, which, who, whom, whose, whichever, whoever, whomever |
Route-of-Administration (ROA)
Route-of-Administration (ROA) | ||
Terminal Groups | 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 |
SIDEEFFECT
SideEffect | ||
Terminal Groups | Mild | bruising, itching, tingling, changes in behavior, cold, cold hands, cold feet |
Moderate | abnormal vision, 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 | abnormal heartbeat, bone pain, chest pain, chest discomfort, chest tightness, chills, coma, constant pain, convulsions, seizures, coughing up blood |
EMOTION/FEELING
Feeling | ||
Primary emotion | Secondary emotion | Ternary emotion |
Love | Affection | Adoration, affection, love, fondness, liking, attraction, caring, tenderness, compassion, sentimentality, lovin, loving |
Lust | Arousal, desire, lust, lusting, passion, infatuation | |
Longing | Longing | |
Joy | 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 | Surprise | amazement, amazed,surprise, surprised, surprising,astonished, astonishment, astounded, unexpected |
Anger | 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 | |
Sadness | Suffering | Aggravation,irritation, irritated, irritating,agitation,annoyed, annoyance,disturbing,grouchiness, grumpiness |
Sadness | 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 | |
Fear | Horror | Alarm, shock, hysteria, mortification, fear, fright, horror, terror, scare, panic, scared, frightened, fearful, panicking,
panicked, panicky |
Nervousness | Anxiety, nervousness, tenseness, uneasiness, apprehension, worry, distress, dread | |
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 |
DRUGFORM
DrugForm | ||
Terminal Group | 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 |
Terminal 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
Human Readable AQL Queries
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