Semantic Web for Effective Healthcare Systems. Группа авторов
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Название: Semantic Web for Effective Healthcare Systems

Автор: Группа авторов

Издательство: John Wiley & Sons Limited

Жанр: Программы

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isbn: 9781119764151

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СКАЧАТЬ 776 Infrastructure 554 Time 704
Number of reviews
H1 596 H6 308
H2 411 H7 313
H3 399 H8 297
H4 227 H9 281
H5 252 H10 361

      Table 1.3 shows that 663 reviews were collected for the feature “cost,” and 596 reviews were collected for the hospital H1. The list of features is identified from the previous work, related articles, and social media websites. For example, the document [62] clearly identified the necessary criteria for healthcare services. The expectations of patients such as cost, hospital characteristics, infrastructure facility, recommendations by other users, treatment and nursing care, and medical expertise were clearly mentioned in the article [63]. Features were also selected by referring web sites like, BestHospitalAdvisor, Mouthshut.com, webometrics, and so on. The comments given by patients or by their care takers in these websites were analyzed for different features of healthcare services of these different hospitals.

Topics/features of (DS1) Feature terms by FSLDA model (DS1)
Topic 1—Cost cost, test, money, charge, day
Topic 2—Medicare doctor, nurse, team, treatment, bill
Topic 3—Staff staff, patient, child, problem, face
Topic 4—Infrastructure hospital, people, room, experience, surgery
Topic 5—Time time, operation, hour, service, check
Features Cost Medicare Staff Infrastructure Time
High probable terms cost doctor Staff Hospital time
Term-topic probability (Φtw) 0.0923 0.2132 0.2488 0.3152 0.1247
Correlated value (c ) 1 1 1 1 1
Sample terms modeled by CFSLDA
Room Φtw C 0.01340.0222 0.00040.1378 0.00050.2392 0.04710.0402 0.01340.0222
Disease Φtw C 0.0004-0.0347 0.02220.0547 0.0005-0.0462 0.00040.0948 0.0004+0.0408
Appointment Φtw C 0.0134-0.0343 0.00920.1802 0.0005-0.0462 0.0004-0.0414 0.00040.0477
СКАЧАТЬ