ืกืขืžืึทื ื˜ื™ืง ื•ื•ืขื‘ ืื•ืŸ ืœื™ื ื’ืงื˜ ื“ืึทื˜ืŸ. ืชื™ืงื•ื ื™ื ืื•ืŸ ื”ื•ืกืคื•ืช

ืื™ืš ื•ื•ืึธืœื˜ ื•ื•ื™ ืฆื• ืคืึธืจืฉื˜ืขืœืŸ ื“ืขื ืฆื™ื‘ื•ืจ ืึท ืคืจืึทื’ืžืขื ื˜ ืคื•ืŸ ื“ืขื ืœืขืฆื˜ื ืก ืืจื•ื™ืก ื‘ื•ืš:

ืึทื ื˜ืึธืœืึธื’ื™ืงืึทืœ ืžืึธื“ืขืœื™ื ื’ ืคื•ืŸ ืึท ืคืึทืจื ืขืžื•ื ื’: ืžืขื˜ื”ืึธื“ืก ืื•ืŸ ื˜ืขืงื ืึทืœืึทื“ื–ืฉื™ื– [ื˜ืขืงืกื˜]: ืžืึธื ืึธื’ืจืึทืฃ / [S. ืฐืณ ื’ืึธืจืฉืงืึธื•ื•, ืฉ.ืก. ืงืจืึทืœื™ืŸ, ืึธ ื™ ืžื•ืฉื˜ืึทืง ืื•ืŸ ืึทื ื“ืขืจืข; ืขืงืกืขืงื•ื˜ื™ื•ื•ืข ืจืขื“ืืงื˜ืืจ ืฉ.ื•ื•. ื’ืืจืฉืงืึธื•ื•]. - ืขืงืึทื˜ืขืจื™ื ื‘ื•ืจื’: ืื•ืจืึทืœ ืื•ื ื™ื•ื•ืขืจืกื™ื˜ืขื˜ ืคึผื•ื‘ืœื™ืฉื™ื ื’ ื”ื•ื™ื–, 2019. - 234 ื–.: ill., ื˜ื™ืฉ; 20 ืกืขื ื˜ื™ืžืขื˜ืขืจ - ืžื—ื‘ืจ. ืื ื’ืขื•ื•ื™ื–ืŸ ืื•ื™ืฃ ื“ื™ ืฆื•ืจื™ืง ื˜ื™ื˜. ืžื™ื˜. โ€” ื‘ื™ื‘ืœื™ืื’ืจืืคื™ืข ืื™ืŸ ื“ื™ ืกื•ืฃ ืคื•ืŸ ื›. โ€” ISBN 978-5-7996-2580-1: 200 ืขืงื–ืขืžืคืœืืจืŸ.

ื“ืขืจ ืฆื™ืœ ืคื•ืŸ ืคึผืึธืกื˜ื™ื ื’ ื“ืขื ืคืจืึทื’ืžืขื ื˜ ืื•ื™ืฃ Habrรฉ ืื™ื– ืคื™ืจืคืึธื•ืœื“:

  • ืขืก ืื™ื– ืึทื ืœื™ื™ืงืœื™ ืึทื– ื•ื•ืขืจ ืขืก ื™ื– ื•ื•ืขื˜ ืงืขื ืขืŸ ืฆื• ื”ืึทืœื˜ืŸ ื“ืขื ื‘ื•ืš ืื™ืŸ ื–ื™ื™ืขืจ ื”ืขื ื˜ ืื•ื™ื‘ ืขืจ ืื™ื– ื ื™ืฉื˜ ืึท ืงืœื™ืขื ื˜ ืคื•ืŸ ืึท ืจืขืกืคึผืขืงื˜ืขื“ ืกืขืจื’ืข ืื™ื ื“ืขืงืก; ืขืก ืก ื‘ืืฉื˜ื™ืžื˜ ื ื™ื˜ ืื•ื™ืฃ ืคืึทืจืงื•ื™ืฃ.
  • ืขืก ื–ืขื ืขืŸ ื’ืขืžืื›ื˜ ืงืขืจืขืงืฉืึทื ื– ืฆื• ื“ื™ ื˜ืขืงืกื˜ (ื–ื™ื™ ื–ืขื ืขืŸ ื ื™ืฉื˜ ื›ื™ื™ืœื™ื™ื˜ื™ื“ ืื•ื ื˜ืŸ) ืื•ืŸ ืึทื“ื™ืฉืึทื ื– ื–ืขื ืขืŸ ื’ืขืžืื›ื˜ ื•ื•ืึธืก ื–ืขื ืขืŸ ื ื™ืฉื˜ ื–ื™ื™ืขืจ ืงืึทืžืคึผืึทื˜ืึทื‘ืึทืœ ืžื™ื˜ ื“ื™ ืคึฟืึธืจืžืึทื˜ ืคื•ืŸ ืึท ื’ืขื“ืจื•ืงื˜ ืžืึธื ืึธื’ืจืึทืคื™: ืึทืงื˜ื•ืึทืœ ื”ืขืจื•ืช (ืื•ื ื˜ืขืจ ืกืคึผื•ื™ืœืขืจื–) ืื•ืŸ ื›ื™ื™ืคึผืขืจืœื™ื ื’ืงืก.
  • ืื™ืš ื•ื•ื™ืœ ืงืœื™ื™ึทื‘ืŸ ืฉืืœื•ืช ืื•ืŸ ื‘ืึทืžืขืจืงื•ื ื’ืขืŸ, ื›ื“ื™ ืฆื• ื ืขืžืขืŸ ื–ื™ื™ ืื™ืŸ ืื›ื˜ ื•ื•ืขืŸ ืžืขืŸ ืœื™ื™ื’ื˜ ืืจื™ื™ืŸ ื“ืขื ื˜ืขืงืกื˜ ืื™ืŸ ื ืจื™ื•ื•ื™ื™ื–ืขืจ ืคืืจืขื ืื™ืŸ ืกื™ื™ ื•ื•ืขืœื›ืข ืื ื“ืขืจืข ืื•ื™ืกื’ืื‘ืขืก.
  • ืคื™ืœืข ืกืขืžืึทื ื˜ื™ืง ื•ื•ืขื‘ ืื•ืŸ ืœื™ื ื’ืงื˜ ื“ืึทื˜ืึท ืื ื”ืขื ื’ืขืจืก ื ืึธืš ื’ืœื•ื™ื‘ืŸ ืึทื– ื–ื™ื™ืขืจ ืงืจื™ื™ื– ืื™ื– ืึทื–ื•ื™ ืขื ื’, ื“ืขืจ ื”ื•ื™ืคึผื˜ ื•ื•ื™ื™ึทืœ ื“ื™ ืึทืœื’ืขืžื™ื™ื ืข ืฆื™ื‘ื•ืจ ืื™ื– ื ืึธืš ื ื™ืฉื˜ ืจืขื›ื˜ ื“ืขืจืงืœืขืจื˜ ื•ื•ื™ ื’ืจื•ื™ืก ืขืก ืื™ื– ืฆื• ื–ื™ื™ืŸ ืึท ืื ื”ืขื ื’ืขืจ ืคื•ืŸ ื“ื™ ืกืขืžืึทื ื˜ื™ืง ื•ื•ืขื‘ ืื•ืŸ ืœื™ื ื’ืงื˜ ื“ืึทื˜ืึท. ื“ืขืจ ืžื—ื‘ืจ ืคื•ื ืขื ืคืจืึทื’ืžืขื ื˜, ื”ื’ื ืขืจ ื’ืขื”ืขืจื˜ ืฆื• ื“ืขื ืงืจื™ื™ื–, ื”ืึทืœื˜ ื ื™ืฉื˜ ื“ื™ ื“ืึธื–ื™ืงืข ืžื™ื™ื ื•ื ื’, ืึธื‘ืขืจ, ืคื•ื ื“ืขืกื˜ื•ื•ืขื’ืŸ, ื”ืืœื˜ ื–ื™ืš ืคืึทืจืคืœื™ื›ื˜ืขื˜ ืฆื• ืžืึทื›ืŸ ื ืึธืš ืึท ืคึผืจื•ื•ื•ืŸ.

ืื–ื•ื™,

ืกืขืžืึทื ื˜ื™ืง ื•ื•ืขื‘

ื“ื™ ืขื•ื•ืึธืœื•ืฆื™ืข ืคื•ืŸ โ€‹โ€‹ื“ืขืจ ืื™ื ื˜ืขืจื ืขืฅ ืงืขื ืขืŸ ื–ื™ื™ืŸ ืจืขืคึผืจื™ื–ืขื ื˜ื™ื“ ื•ื•ื™ ื’ื™ื™ื˜ (ืึธื“ืขืจ ืจืขื“ืŸ ื•ื•ืขื’ืŸ ื–ื™ื™ึทืŸ ืกืขื’ืžืึทื ืฅ ื•ื•ืึธืก ื–ืขื ืขืŸ ื’ืขืฉืืคืŸ ืื™ืŸ ื“ื™ ืกื“ืจ ื’ืขื•ื•ื™ื–ืŸ ืื•ื ื˜ืŸ):

  1. ื“ืืงื•ืžืขื ื˜ืŸ ืื•ื™ืฃ ื“ืขืจ ืื™ื ื˜ืขืจื ืขืฅ. ืฉืœื™ืกืœ ื˜ืขืงื ืึทืœืึทื“ื–ืฉื™ื– - Gopher, FTP, ืขื˜ืง.
    ื“ืขืจ ืื™ื ื˜ืขืจื ืขืฅ ืื™ื– ืึท ื’ืœืื‘ืืœืข ื ืขืฅ ืคึฟืึทืจ ื“ืขืจ ื•ื•ืขืงืกืœ ืคื•ืŸ ื”ื™ื’ืข ืจืขืกื•ืจืกืŸ.
  2. ืื™ื ื˜ืขืจื ืขื˜ ื“ืึธืงื•ืžืขื ื˜ืŸ. ืฉืœื™ืกืœ ื˜ืขืงื ืึทืœืึทื“ื–ืฉื™ื– ื–ืขื ืขืŸ HTML ืื•ืŸ ื”ื˜ื˜ืคึผ.
    ื“ื™ ื ืึทื˜ื•ืจ ืคื•ืŸ ื“ื™ ื™ืงืกืคึผืึธื•ื–ื“ ืจืขืกื•ืจืกืŸ ื ืขืžื˜ ืื™ืŸ ื—ืฉื‘ื•ืŸ ื“ื™ ืงืขืจืึทืงื˜ืขืจื™ืกื˜ื™ืงืก ืคื•ืŸ ื–ื™ื™ืขืจ ื˜ืจืึทื ืกืžื™ืกื™ืข ืžื™ื˜ืœ.
  3. ืื™ื ื˜ืขืจื ืขื˜ ื“ืึทื˜ืŸ. ืฉืœื™ืกืœ ื˜ืขืงื ืึทืœืึทื“ื–ืฉื™ื– - REST ืื•ืŸ SOAP API, XHR, ืขื˜ืง.
    ื“ื™ ืชืงื•ืคื” ืคื•ืŸ ืื™ื ื˜ืขืจื ืขื˜ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–, ื ื™ื˜ ื‘ืœื•ื™ื– ืžืขื ื˜ืฉืŸ ื•ื•ืขืจืŸ ืงืึธื ืกื•ืžืขืจืก ืคื•ืŸ ืจืขืกื•ืจืกืŸ.
  4. ืื™ื ื˜ืขืจื ืขื˜ ื“ืึทื˜ืŸ. ืฉืœื™ืกืœ ื˜ืขืงื ืึทืœืึทื“ื–ืฉื™ื– ื–ืขื ืขืŸ ืœื™ื ื’ืงื˜ ื“ืึทื˜ืึท ื˜ืขืงื ืึทืœืึทื“ื–ืฉื™ื–.
    ื“ืขืจ ืคืขืจื˜ ื‘ื™ื ืข, ืคึผืจืขื“ื™ืงื˜ืขื“ ื“ื•ืจืš Berners-Lee, ื“ืขืจ ืฉืึทืคึฟืขืจ ืคื•ืŸ ืฉืœื™ืกืœ ื˜ืขืงื ืึทืœืึทื“ื–ืฉื™ื– ืคื•ืŸ ื“ื™ ืจื’ืข ืื•ืŸ ื“ื™ืจืขืงื˜ืึธืจ ืคื•ืŸ ื“ื™ W3C, ืื™ื– ื’ืขืจื•ืคืŸ ื“ื™ ืกืขืžืึทื ื˜ื™ืง ื•ื•ืขื‘; ืœื™ื ื’ืงื˜ ื“ืึทื˜ืึท ื˜ืขืงื ืึทืœืึทื“ื–ืฉื™ื– ื–ืขื ืขืŸ ื“ื™ื–ื™ื™ื ื“ ืฆื• ืžืึทื›ืŸ ื“ืึทื˜ืŸ ืื•ื™ืฃ ื“ื™ ื•ื•ืขื‘ ื ื™ื˜ ื‘ืœื•ื™ื– ืžืึทืฉื™ืŸ ืœื™ื™ื ืขื•ื•ื“ื™ืง, ืึธื‘ืขืจ ืื•ื™ืš "ืžืึทืฉื™ืŸ-ืคืึทืจืฉื˜ื™ื™ื™ืง."

ืคึฟื•ืŸ ื“ืขื, ื“ืขืจ ืœื™ื™ืขื ืขืจ ื•ื•ืขื˜ ืคึฟืึทืจืฉื˜ื™ื™ืŸ ื“ื™ ืงืึธืจืขืกืคึผืึธื ื“ืขื ืฅ ืฆื•ื•ื™ืฉืŸ ื“ื™ ืฉืœื™ืกืœ ืงืึทื ืกืขืคึผืก ืคื•ืŸ ื“ื™ ืจื’ืข ืื•ืŸ ืคืขืจื˜ ืกื˜ืึทื’ืขืก:

  • URL ืก ื–ืขื ืขืŸ ืึทื ืึทืœืึธื’ ืฆื• URI,
  • ื“ืขืจ ืึทื ืึทืœืึธื’ ืคื•ืŸ HTML ืื™ื– RDF,
  • HTML ื›ื™ื™ืคึผืขืจืœื™ื ื’ืงืก ื–ืขื ืขืŸ ืขื ืœืขืš ืฆื• URI ืคืึทื ื’ืงืฉืึทื ื– ืื™ืŸ RDF ื“ืึธืงื•ืžืขื ื˜ืŸ.

ื“ื™ ืกืขืžืึทื ื˜ื™ืง ื•ื•ืขื‘ ืื™ื– ืžืขืจ ืึท ืกื™ืกื˜ืขืžื™ืง ื–ืขืื•ื ื’ ืคื•ืŸ ื“ืขืจ ืฆื•ืงื•ื ืคึฟื˜ ืคื•ืŸ ื“ืขืจ ืื™ื ื˜ืขืจื ืขืฅ ื•ื•ื™ ืึท ืกืคึผืขืฆื™ืคื™ืฉ ืกืคึผืึทื ื˜ื™ื™ื ื™ืึทืก ืึธื“ืขืจ ืœืึทื‘ื™ื“ ื’ืึทื ื’, ื›ืึธื˜ืฉ ืขืก ืงืขื ืขืŸ ื ืขืžืขืŸ ื“ื™ ืœืขืฆื˜ืข ืื™ืŸ ื—ืฉื‘ื•ืŸ. ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ืึท ื•ื•ื™ื›ื˜ื™ืง ื›ืึทืจืึทืงื˜ืขืจื™ืกื˜ื™ืฉ ืคื•ืŸ ื•ื•ืึธืก ืื™ื– ื’ืขืจื•ืคึฟืŸ ื•ื•ืขื‘ 2.0 ืื™ื– ื’ืขืจืขื›ื ื˜ ื•ื•ื™ "ื‘ืึทื ื™ืฆืขืจ-ื“ื–ืฉืขื ืขืจื™ื™ื˜ืึทื“ ืื™ื ื”ืึทืœื˜." ืื™ืŸ ื‘ืึทื–ื•ื ื“ืขืจ, ื“ื™ W3C ืจืขืงืึธืžืขื ื“ืึทืฆื™ืข ืื™ื– ื’ืขืจื•ืคึฟืŸ ืฆื• ื ืขืžืขืŸ ืขืก ืื™ืŸ ื—ืฉื‘ื•ืŸ "ื•ื•ืขื‘ ืึทื ืึธื˜ืึทื˜ื™ืึธืŸ ืึธื ื˜ืึธืœืึธื’ื™"ืื•ืŸ ืึทื–ืึท ืึท ืื•ื ื˜ืขืจื ืขืžื•ื ื’ ื•ื•ื™ ื”ืึทืจื˜.

ืื™ื– ื“ื™ ืกืขืžืึทื ื˜ื™ืง ื•ื•ืขื‘ ื˜ื•ื™ื˜?

ืื•ื™ื‘ ืื™ืจ ืึธืคึผื–ืึธื’ืŸ ืึทื ืจื™ืœื™ืกื˜ื™ืง ืขืงืกืคึผืขืงื˜ื™ื™ืฉืึทื ื–, ื“ื™ ืกื™ื˜ื•ืึทืฆื™ืข ืžื™ื˜ ื“ื™ ืกืขืžืึทื ื˜ื™ืฉืข ื•ื•ืขื‘ ืื™ื– ื‘ืขืขืจืขืš ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ื•ื•ื™ ืžื™ื˜ ืงืึธืžื•ื ื™ื–ื ืื™ืŸ ื“ื™ ืฆื™ื™ื˜ืŸ ืคื•ืŸ ื“ืขื•ื•ืขืœืึธืคึผืขื“ ืกืึธืฆื™ืึทืœื™ื–ื (ืื•ืŸ ืฆื™ ื“ื™ ื’ืขื˜ืจื™ื™ึทืฉืึทืคื˜ ืฆื• ืื™ืœื™ื˜ืฉ ืก ืงืึทื ื“ื™ืฉืึทื ืึทืœ ื‘ืึทืกืขืก ืื™ื– ื‘ืืžืขืจืงื˜, ื™ืขื“ืขืจ ื•ื•ืขื˜ ื‘ืึทืฉืœื™ืกืŸ ืคึฟืึทืจ ื–ื™ืš). ื–ื•ื›ืŸ ืขื ื“ื–ืฉืึทื ื– ื’ืึทื ืฅ ื”ืฆืœื—ื” ืฆื•ื•ื™ื ื’ืขืŸ ื•ื•ืขื‘ืกื™ื˜ืขืก ืฆื• ื ื•ืฆืŸ RDFa ืื•ืŸ JSON-LD ืื•ืŸ ื–ื™ืš ื ื•ืฆืŸ ื˜ืขืงื ืึทืœืึทื“ื–ืฉื™ื– ืฉื™ื™ึทื›ื•ืช ืฆื• ื“ื™ ื“ื™ืกืงืจื™ื™ื‘ื“ ืื•ื ื˜ืŸ (Google Knowledge Graph, Bing Knowledge Graph).

ืื™ืŸ ืึทืœื’ืขืžื™ื™ืŸ, ื“ืขืจ ืžื—ื‘ืจ ืงืขืŸ ื ื™ืฉื˜ ื–ืึธื’ืŸ ื•ื•ืึธืก ืื™ื– ืคึผืจื™ื•ื•ืขื ื˜ื™ื“ ืึท ื’ืจืขืกืขืจืข ืคืึทืจืฉืคึผืจื™ื™ื˜ืŸ, ืึธื‘ืขืจ ืขืจ ืงืขืŸ ืจืขื“ืŸ ืื•ื™ืฃ ื“ื™ ื™ืงืขืจ ืคื•ืŸ ืคึผืขืจื–ืขื ืœืขืš ื“ืขืจืคืึทืจื•ื ื’. ืขืก ื–ืขื ืขืŸ ืคึผืจืึธื‘ืœืขืžืก ื•ื•ืึธืก ืงืขืŸ ื–ื™ื™ืŸ ืกืึทืœื•ื•ื“ "ืื•ื™ืก ืคื•ืŸ ื“ื™ ืงืขืกื˜ืœ" ืื™ืŸ ื“ื™ ื‘ืื“ื™ื ื’ื•ื ื’ืขืŸ ืคื•ืŸ ื“ื™ SW ืึทืคืขื ืกื™ื•ื•, ื›ืึธื˜ืฉ ื–ื™ื™ ื–ืขื ืขืŸ ื ื™ืฉื˜ ื–ื™ื™ืขืจ ื•ื•ื™ื™ื“ืกืคึผืจืขื“. ื•ื•ื™ ืึท ืจืขื–ื•ืœื˜ืึทื˜, ื“ื™ ื•ื•ืืก ื–ืขื ืขืŸ ืคื™ื™ืกื˜ ืžื™ื˜ ื“ื™ ื˜ืึทืกืงืก ื”ืึธื‘ืŸ ืงื™ื™ืŸ ืžื™ื˜ืœ ืคื•ืŸ ืงืึธื•ืขืจืฉืึทืŸ ืงืขื’ืŸ ื“ื™ ื•ื•ืืก ื–ืขื ืขืŸ ื‘ื™ื›ื•ืœืช ืฆื• ืฆื•ืฉื˜ืขืœืŸ ืึท ืœื™ื™ื–ื•ื ื’, ื‘ืฉืขืช ื“ื™ ื™ืขื ืขืจ ืก ืคืจื™ื™ึท ื˜ื ื™ื™ึท ืคื•ืŸ ืึท ืœื™ื™ื–ื•ื ื’ ืงืึทื ื˜ืจืึทื“ื™ืงืฅ ื–ื™ื™ืขืจ ื’ืขืฉืขืคื˜ ืžืึธื“ืขืœืก. ืึทื–ื•ื™ ืžื™ืจ ืคืึธืจื–ืขืฆืŸ ืฆื• ืคึผืึทืจืก HTML ืื•ืŸ ืงืœื™ื™ ืฆื•ื–ืึทืžืขืŸ ืคืึทืจืฉื™ื“ืŸ ืึทืคึผื™ืก, ืื™ื™ื ืขืจ ื“ืขื ืื ื“ืขืจืŸ ืฉื™ื˜ืขืจ.

ืึธื‘ืขืจ, ืœื™ื ื’ืงื˜ ื“ืึทื˜ืึท ื˜ืขืงื ืึทืœืึทื“ื–ืฉื™ื– ื”ืึธื‘ืŸ ืคืึทืจืฉืคึผืจื™ื™ื˜ืŸ ื•ื•ื™ื™ึทื˜ืขืจ ืคื•ืŸ ื“ื™ ืžื™ื™ื ืกื˜ืจื™ื ื•ื•ืขื‘; ื“ืขืจ ื‘ื•ืš, ืื™ืŸ ืคืึทืงื˜, ืื™ื– ื“ืขื“ืึทืงื™ื™ื˜ืึทื“ ืฆื• ื“ื™ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. ื“ืขืจื•ื•ื™ื™ึทืœ, ื“ื™ ืœื™ื ื’ืงื˜ ื“ืึทื˜ืึท ืงื”ืœ ื™ืงืกืคึผืขืงืฅ ื“ื™ ื˜ืขืงื ืึทืœืึทื“ื–ืฉื™ื– ืฆื• ื•ื•ืขืจืŸ ืืคื™ืœื• ืžืขืจ ื•ื•ื™ื™ื“ืกืคึผืจืขื“ ื“ืึทื ืง ืฆื• Gartner ืก ืจืขืงืึธืจื“ื™ื ื’ (ืึธื“ืขืจ ืคึผืจืึธืงืœืึทืžืึทืฆื™ืข, ื•ื•ื™ ืื™ืจ ื•ื•ื™) ืคื•ืŸ ื˜ืจืขื ื“ืก ืึทื–ืึท ื•ื•ื™ ื•ื•ื™ืกืŸ ื’ืจืึทืคืก ะธ ื“ืึทื˜ืึท ืฉื˜ืึธืฃ. ืื™ืš ื•ื•ืึธืœื˜ ื•ื•ื™ ืฆื• ื’ืœื•ื™ื‘ืŸ ืึทื– ืขืก ื•ื•ืขื˜ ื ื™ืฉื˜ ื–ื™ื™ืŸ ื“ื™ "ื•ื•ืขืœืึธืกื™ืคึผืขื“" ื™ืžืคึผืœืึทืžืึทื ืฅ ืคื•ืŸ ื“ื™ ืงืึทื ืกืขืคึผืก ื•ื•ืึธืก ื•ื•ืขื˜ ื–ื™ื™ืŸ ื’ืขืจืึธื˜ืŸ, ืึธื‘ืขืจ ื“ื™ ืฉื™ื™ึทื›ื•ืช ืฆื• ื“ื™ W3C ืกื˜ืึทื ื“ืึทืจื“ืก ื“ื™ืกืงืึทืกื˜ ืื•ื ื˜ืŸ.

ืœื™ื ื’ืงื˜ ื“ืึทื˜ืŸ

Berners-Lee ื“ื™ืคื™ื™ื ื“ ืœื™ื ืงืขื“ ื“ืึทื˜ืึท ื•ื•ื™ ื“ื™ ืกืขืžืึทื ื˜ื™ืง ื•ื•ืขื‘ "ื’ืขื˜ืืŸ ืจืขื›ื˜": ืึท ืกื›ื•ื ืคื•ืŸ ืึทืคึผืจืึธื•ื˜ืฉื™ื– ืื•ืŸ ื˜ืขืงื ืึทืœืึทื“ื–ืฉื™ื– ื•ื•ืึธืก ืึทืœืึทื•ื– ืขืก ืฆื• ื“ืขืจื’ืจื™ื™ื›ืŸ ื“ื™ ืœืขืฆื˜ ื’ืึธื•ืœื–. ื™ืงืขืจื“ื™ืง ืคึผืจื™ื ืกืึทืคึผืึทืœื– ืคื•ืŸ ืœื™ื ื’ืงื˜ ื“ืึทื˜ืึท Berners-Lee ื›ื™ื™ืœื™ื™ื˜ื™ื“ ื“ืืก ืงื•ืžืขื ื“ื™ื’ืข.

ืคึผืจื™ื ืฆื™ืคึผ 1. ื ื™ืฆืŸ URIs ืฆื• ื ืึธืžืขืŸ ืขื ื˜ื™ื˜ื™ื–.

URIs ื–ืขื ืขืŸ ื’ืœืื‘ืืœืข ืขื ื˜ื™ื˜ื™ ืื™ื“ืขื ื˜ื™ืคื™ืฆื™ืจืŸ ื•ื•ื™ ืงืขื’ืŸ ืฆื• ื”ื™ื’ืข ืฉื˜ืจื™ืงืœ ืื™ื“ืขื ื˜ื™ืคื™ืฆื™ืจืŸ ืคึฟืึทืจ ืื™ื™ื ืกืŸ. ื“ืขืจื ืึธืš, ื“ืขื ืคึผืจื™ื ืฆื™ืคึผ ืื™ื– ื’ืขื•ื•ืขืŸ ื‘ืขืกื˜ืขืจ ืื•ื™ืกื’ืขื“ืจื™ืงื˜ ืื™ืŸ ื“ื™ Google Knowledge Graph ืงืœื™ื ื’ื•ื•ืึธืจื˜ "ื–ืื›ืŸ, ื ื™ืฉื˜ ืกื˜ืจื™ื ื’ืก'.

ืคึผืจื™ื ืฆื™ืคึผ 2. ื ื™ืฆืŸ URIs ืื™ืŸ ื“ื™ ื”ื˜ื˜ืคึผ ืกื›ืขืžืข ืึทื–ื•ื™ ืึทื– ื–ื™ื™ ืงืขื ืขืŸ ื–ื™ื™ืŸ ื“ืข-ืจืขืคืขืจืึทื ืกื˜.

ื“ื•ืจืš ืึทืงืกืขืก ืึท URI, ืขืก ื–ืึธืœ ื–ื™ื™ืŸ ืžืขื’ืœืขืš ืฆื• ื‘ืึทืงื•ืžืขืŸ ื“ื™ ืกื™ื’ื ื™ืคื™ืขื“ ื”ื™ื ื˜ืขืจ ื“ืขื ืกื™ื’ื ื™ืคื™ืขืจ (ื“ื™ ืึทื ืึทืœืึทื“ื–ืฉื™ ืžื™ื˜ ื“ื™ ื ืึธืžืขืŸ ืคื•ืŸ ื“ืขืจ ืึธืคึผืขืจืึทื˜ืึธืจ ืื™ื– ืงืœืึธืจ ื“ืึธ).*"ืื™ืŸ C); ืžืขืจ ื’ืขื ื•ื™, ืฆื• ื‘ืึทืงื•ืžืขืŸ ืขื˜ืœืขื›ืข ืคืึทืจื˜ืจืขื˜ื•ื ื’ ืคื•ืŸ ื“ืขื ืกื™ื’ื ืึทืคื™ื™ื“ - ื“ื™ืคึผืขื ื“ื™ื ื’ ืื•ื™ืฃ ื“ื™ ื•ื•ืขืจื˜ ืคื•ืŸ ื“ื™ ื”ื˜ื˜ืคึผ ื›ืขื“ืขืจ Accept:. ื˜ืึธืžืขืจ, ืžื™ื˜ ื“ื™ ืึทื“ื•ื•ืขื ื˜ ืคื•ืŸ ื“ื™ AR / ื•ื•ืจ ื˜ืงื•ืคืข, ืขืก ื•ื•ืขื˜ ื–ื™ื™ืŸ ืžืขื’ืœืขืš ืฆื• ื‘ืึทืงื•ืžืขืŸ ื“ื™ ืžื™ื˜ืœ ื–ื™ืš, ืึธื‘ืขืจ ืคึฟืึทืจ ืื™ืฆื˜, ืจื•ื‘ึฟ ืžืกืชึผืžื, ืขืก ื•ื•ืขื˜ ื–ื™ื™ืŸ ืึท RDF ื“ืึธืงื•ืžืขื ื˜, ื•ื•ืึธืก ืื™ื– ื“ืขืจ ืจืขื–ื•ืœื˜ืึทื˜ ืคื•ืŸ ืขืงืกืึทืงื™ื•ื˜ื™ื ื’ ืึท SPARQL ืึธื ืคึฟืจืขื’ DESCRIBE.

ืคึผืจื™ื ืฆื™ืคึผ 3. ื ื•ืฆืŸ ืคื•ืŸ W3C ืกื˜ืึทื ื“ืึทืจื“ืก - ื‘ืคึฟืจื˜ RDF(S) ืื•ืŸ SPARQL - ืกืคึผืขืฆื™ืขืœ ื•ื•ืขืŸ ื“ื™ืคืขืจืขื ืกื™ื ื’ URIs.

ื“ื™ ื™ื—ื™ื“ "ืœื™ื™ึทืขืจืก" ืคื•ืŸ ื“ื™ ืœื™ื ื’ืงื˜ ื“ืึทื˜ืึท ื˜ืขื›ื ืึธืœืึธื’ื™ืข ืึธื ืœื™ื™ื’ืŸ, ืื•ื™ืš ื‘ืืงืื ื˜ ื•ื•ื™ ืกืขืžืึทื ื˜ื™ืง ื•ื•ืขื‘ ืฉื™ื›ื˜ืข ืฉื˜ื™ืงืœ, ื•ื•ืขื˜ ื–ื™ื™ืŸ ื“ื™ืกืงืจื™ื™ื‘ื“ ืื•ื ื˜ืŸ.

ืคึผืจื™ื ืฆื™ืคึผ 4. ื ื™ืฆืŸ ืจืขืคืขืจืขื ืฆืŸ ืฆื• ืื ื“ืขืจืข URIs ื•ื•ืขืŸ ื“ื™ืกืงืจื™ื™ื‘ื™ื ื’ ืขื ื˜ื™ื˜ื™ื–.

RDF ืึทืœืึทื•ื– ืื™ืจ ืฆื• ื‘ืึทื’ืจืขื ืขืฆืŸ ื–ื™ืš ืฆื• ืึท ืžื™ื ื“ืœืขืš ื‘ืึทืฉืจื™ื™ึทื‘ื•ื ื’ ืคื•ืŸ ืึท ืžื™ื˜ืœ ืื™ืŸ ื ืึทื˜ื™ืจืœืขืš ืฉืคึผืจืึทืš, ืื•ืŸ ื“ืขืจ ืคืขืจื˜ ืคึผืจื™ื ืฆื™ืคึผ ืจื•ืคื˜ ื ื™ืฉื˜ ืฆื• ื˜ืึธืŸ ื“ืึธืก. ืื•ื™ื‘ ื“ืขืจ ืขืจืฉื˜ืขืจ ืคึผืจื™ื ืฆื™ืคึผ ืื™ื– ื™ื•ื ืึทื•ื•ืขืจืกืึทืœื™ ื‘ืืžืขืจืงื˜, ืขืก ืื™ื– ืžืขื’ืœืขืš ื•ื•ืขืŸ ื“ื™ืกืงืจื™ื™ื‘ื™ื ื’ ืึท ืžื™ื˜ืœ ืฆื• ืึธืคึผืฉื™ืงืŸ ืฆื• ืื ื“ืขืจืข, ืึทืจื™ื™ึทื ื’ืขืจืขื›ื ื˜ "ืคืจืขืžื“" ืึธื ืขืก, ื•ื•ืึธืก ืื™ื– ื•ื•ืึธืก ื“ื™ ื“ืึทื˜ืŸ ื–ืขื ืขืŸ ื’ืขืจื•ืคึฟืŸ ืœื™ื ื’ืงื˜. ืื™ืŸ ืคืึทืงื˜, ืขืก ืื™ื– ื›ึผืžืขื˜ ื‘ืึทืฉืขืจื˜ ืฆื• ื ื•ืฆืŸ URIs ื’ืขื”ื™ื™ืกืŸ ืื™ืŸ ื“ื™ RDFS ื•ื•ืึธืงืึทื‘ื•ืœืึทืจื™.

ืจ.ืค.ื“.

ืจ.ืค.ื“. (ืจื™ืกืึธืจืก ื‘ืึทืฉืจื™ื™ึทื‘ื•ื ื’ ืคืจืึทืžืขื•ื•ืึธืจืง) ืื™ื– ืึท ืคืึธืจืžืึทืœื™ื–ืึทื ืคึฟืึทืจ ื“ื™ืกืงืจื™ื™ื‘ื™ื ื’ ื™ื ื˜ืขืจืจื™ืœื™ื™ื˜ื™ื“ ืขื ื˜ื™ื˜ื™ื–.

ืกื˜ืขื™ื˜ืžืขื ื˜ืก ืคื•ืŸ ื“ืขื ื˜ื™ืคึผ ืคื•ืŸ "ื˜ืขืžืข-ืคึผืจืขื“ื™ืงืึทื˜-ืึธื‘ื“ื–ืฉืขืงื˜", ื’ืขืจื•ืคืŸ ื˜ืจื™ืคึผืœืึทืฅ, ื–ืขื ืขืŸ ื’ืขืžืื›ื˜ ื•ื•ืขื’ืŸ ืขื ื˜ื™ื˜ื™ื– ืื•ืŸ ื–ื™ื™ืขืจ ื‘ืืฆื™ื•ื ื’ืขืŸ. ืื™ืŸ ื“ื™ ืกื™ืžืคึผืœืึทืกื˜ ืคืึทืœ, ื“ื™ ื˜ืขืžืข, ืคึผืจืขื“ื™ืงืึทื˜ ืื•ืŸ ื›ื™ื™ืคืขืฅ ื–ืขื ืขืŸ ืึทืœืข URIs. ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ URI ืงืขืŸ ื–ื™ื™ืŸ ืื™ืŸ ืคืึทืจืฉื™ื“ืขื ืข ืฉื˜ืขืœืขืก ืื™ืŸ ืคืึทืจืฉื™ื“ืขื ืข ื˜ืจื™ืคึผืœืึทืฅ: ื–ื™ื™ืŸ ืึท ื•ื ื˜ืขืจื˜ืขื ื™ืง, ืึท ืคึผืจืขื“ื™ืงืึทื˜ ืื•ืŸ ืึท ื›ื™ื™ืคืขืฅ; ืื–ื•ื™, ื“ื™ ื˜ืจื™ืคึผืœืึทืฅ ืคืึธืจืขื ืึท ืžื™ืŸ ืคื•ืŸ ื’ืจืึทืคื™ืง ื’ืขืจื•ืคืŸ ืึท RDF ื’ืจืึทืคื™ืง.

ืกืึทื‘ื“ื–ืฉืขืงืฅ ืื•ืŸ ืึทื‘ื“ื–ืฉืขืงืฅ ืงืขื ืขืŸ ื–ื™ื™ืŸ ื ื™ื˜ ื‘ืœื•ื™ื– URIs, ืึธื‘ืขืจ ืื•ื™ืš ืึทื–ื•ื™ ื’ืขืจื•ืคืขื ืข ืœื™ื™ื“ื™ืง ื ืึธื•ื“ื–, ืื•ืŸ ืึทื‘ื“ื–ืฉืขืงืฅ ืงืขื ืขืŸ ืื•ื™ืš ื–ื™ื™ืŸ ืœื™ื˜ืขืจืึทืœืŸ. ืœื™ื˜ืขืจืึทืœืŸ ื–ืขื ืขืŸ ื™ื ืกื˜ืึทื ืกื™ื– ืคื•ืŸ ืคึผืจื™ืžื™ื˜ื™ื•ื• ื˜ื™ื™ืคึผืก ืงืึทื ืกื™ืกื˜ื™ื ื’ ืคื•ืŸ ืึท ืฉื˜ืจื™ืงืœ ืคืึทืจื˜ืจืขื˜ื•ื ื’ ืื•ืŸ ืึท ื˜ื™ืคึผ ืึธื ื•ื•ื™ื™ึทื–.

ื‘ื™ื™ืฉืคื™ืœืŸ ืคื•ืŸ ืฉืจื™ื™ื‘ืŸ ืœื™ื˜ืขืจืึทืœ (ืื™ืŸ ื˜ื•ืจื˜ืœืข ืกื™ื ื˜ืึทืงืก, ืžืขืจ ื•ื•ืขื’ืŸ ืื™ื ืื•ื ื˜ืŸ): "5.0"^^xsd:float ะธ "five"^^xsd:string. ืœื™ื˜ืขืจืึทืœืŸ ืžื™ื˜ ื˜ื™ืคึผ rdf:langString ืงืขื ืขืŸ ืื•ื™ืš ื–ื™ื™ืŸ ื™ืงื•ื•ื™ืคึผื˜ ืžื™ื˜ ืึท ืฉืคึผืจืึทืš ืงื•ื•ื™ื˜ืœ; ืื™ืŸ ื˜ื•ืจื˜ืœืข ืขืก ืื™ื– ื’ืขืฉืจื™ื‘ืŸ ื•ื•ื™ ื“ืึธืก: "five"@en ะธ "ะฟัั‚ัŒ"@ru.

ืœื™ื™ื“ื™ืง ื ืึธื•ื“ื– ื–ืขื ืขืŸ "ืึทื ืึทื ืึทืžืึทืก" ืจืขืกื•ืจืกืŸ ืึธืŸ ื’ืœืื‘ืืœืข ื™ื“ืขื ื˜ื™ืคื™ืขืจืก, ื•ื•ืขื’ืŸ ื•ื•ืึธืก ืกื˜ื™ื™ื˜ืžืึทื ืฅ ืงืขื ืขืŸ, ืึธื‘ืขืจ, ื–ื™ื™ืŸ ื’ืขืžืื›ื˜; ืžื™ืŸ ืคื•ืŸ ืขืงืกื™ืกื˜ืขื ื˜ืฉืึทืœ ื•ื•ืขืจื™ืึทื‘ืึทืœื–.

ืึทื–ื•ื™ (ื“ืึธืก ืื™ื–, ืื™ืŸ ืคืึทืงื˜, ื“ื™ ื’ืื ืฆืข ืคื•ื ื˜ ืคื•ืŸ RDF):

  • ื•ื ื˜ืขืจื˜ืขื ื™ืง ืื™ื– ืึท URI ืึธื“ืขืจ ืึท ืœื™ื™ื“ื™ืง ื ืึธื“ืข,
  • ื“ื™ ืคึผืจืขื“ื™ืงืึทื˜ ืื™ื– ืึท URI,
  • ื›ื™ื™ืคืขืฅ ืื™ื– ืึท URI, ืึท ืœื™ื™ื“ื™ืง ื ืึธื“ืข ืึธื“ืขืจ ืึท ืœื™ื˜ืขืจืึทืœ.

ืคืืจื•ื•ืืก ืงืขื ืขืŸ ื ื™ื˜ ืคึผืจืขื“ื™ืงืึทื˜ืขืก ื–ื™ื™ืŸ ืœื™ื™ื“ื™ืง ื ืึธื•ื“ื–?

ื“ื™ ืคึผืจืึทื‘ืึทื‘ืึทืœ ืกื™ื‘ื” ืื™ื– ื“ืขืจ ืคืึทืจืœืึทื ื’ ืฆื• ื™ื ืคืึธืจืžืึทืœื™ ืคึฟืึทืจืฉื˜ื™ื™ืŸ ืื•ืŸ ืื™ื‘ืขืจื–ืขืฆืŸ ื˜ืจื™ืคึผืœืขื˜ ืื™ืŸ ื“ืขืจ ืฉืคึผืจืึทืš ืคื•ืŸ ืขืจืฉื˜ืขืจ-ืกื“ืจ ืคึผืจืขื“ื™ืงืึทื˜ ืœืึธื’ื™ืง s p o ื•ื•ื™ ืขืคึผืขืก ื•ื•ื™ ืกืขืžืึทื ื˜ื™ืง ื•ื•ืขื‘ ืื•ืŸ ืœื™ื ื’ืงื˜ ื“ืึทื˜ืŸ. ืชื™ืงื•ื ื™ื ืื•ืŸ ื”ื•ืกืคื•ืชื•ื•ื• ืกืขืžืึทื ื˜ื™ืง ื•ื•ืขื‘ ืื•ืŸ ืœื™ื ื’ืงื˜ ื“ืึทื˜ืŸ. ืชื™ืงื•ื ื™ื ืื•ืŸ ื”ื•ืกืคื•ืช โ€” ืคึผืจืขื“ื™ืงืึทื˜, ืกืขืžืึทื ื˜ื™ืง ื•ื•ืขื‘ ืื•ืŸ ืœื™ื ื’ืงื˜ ื“ืึทื˜ืŸ. ืชื™ืงื•ื ื™ื ืื•ืŸ ื”ื•ืกืคื•ืช ะธ ืกืขืžืึทื ื˜ื™ืง ื•ื•ืขื‘ ืื•ืŸ ืœื™ื ื’ืงื˜ ื“ืึทื˜ืŸ. ืชื™ืงื•ื ื™ื ืื•ืŸ ื”ื•ืกืคื•ืช - ืงืขืกื™ื™ื“ืขืจื“ื™ืง. ื˜ืจืึทืกืขืก ืคื•ืŸ ื“ืขื ืคืืจืฉื˜ืื ื“ ื–ืขื ืขืŸ ืื™ืŸ ื“ืขื ื“ืึธืงื•ืžืขื ื˜ "LBase: ืกืขืžืึทื ื˜ื™ืงืก ืคึฟืึทืจ ืฉืคึผืจืึทื›ืŸ ืคื•ืŸ ื“ื™ ืกืขืžืึทื ื˜ื™ืง ื•ื•ืขื‘", ื•ื•ืึธืก ื”ืื˜ ื“ื™ ืกื˜ืึทื˜ื•ืก ืคื•ืŸ ืึท W3C ืึทืจื‘ืขื˜ ื’ืจื•ืคึผืข ื˜ืึธืŸ. ืžื™ื˜ ื“ืขื ืคืืจืฉื˜ืื ื“, ื“ื™ ื˜ืจื™ืคึผืœืขื˜ s p []ื•ื•ื• [] - ืœื™ื™ื“ื™ืง ื ืึธื“ืข, ื•ื•ืขื˜ ื–ื™ื™ืŸ ืื™ื‘ืขืจื’ืขื–ืขืฆื˜ ื•ื•ื™ ืกืขืžืึทื ื˜ื™ืง ื•ื•ืขื‘ ืื•ืŸ ืœื™ื ื’ืงื˜ ื“ืึทื˜ืŸ. ืชื™ืงื•ื ื™ื ืื•ืŸ ื”ื•ืกืคื•ืชื•ื•ื• ืกืขืžืึทื ื˜ื™ืง ื•ื•ืขื‘ ืื•ืŸ ืœื™ื ื’ืงื˜ ื“ืึทื˜ืŸ. ืชื™ืงื•ื ื™ื ืื•ืŸ ื”ื•ืกืคื•ืช - ื‘ื™ื™ึทื˜ืขื•ื•ื“ื™ืง, ืึธื‘ืขืจ ื•ื•ื™ ื“ืขืžืึธืœื˜ ืฆื• ืื™ื‘ืขืจื–ืขืฆืŸ s [] o? ื“ืึธืงื•ืžืขื ื˜ ืžื™ื˜ W3C ืจืขืงืึธืžืขื ื“ืึทืฆื™ืข ืกื˜ืึทื˜ื•ืก "RDF 1.1 ืกืขืžืึทื ื˜ื™ืงืกโ€ ืึธืคืคืขืจืก ืืŸ ืื ื“ืขืจ ืื™ื‘ืขืจื–ืขืฆื•ื ื’ ืื•ืคึฟืŸ, ืึธื‘ืขืจ ื ืึธืš ื˜ื•ื˜ ื ื™ืฉื˜ ื‘ืึทื˜ืจืึทื›ื˜ืŸ ื“ื™ ืžืขื’ืœืขื›ืงื™ื™ื˜ ืคื•ืŸ ืคึผืจืขื“ื™ืงืึทื˜ืขืก ื–ื™ื™ึทื ืขืŸ ืœื™ื™ื“ื™ืง ื ืึธื•ื“ื–.

ืึธื‘ืขืจ, ืžืึทื ื• ืกืคึผืึธืจื ื™ ืขืจืœื•ื™ื‘ื˜.

RDF ืื™ื– ืึทืŸ ืึทื‘ืกื˜ืจืึทืงื˜ ืžืึธื“ืขืœ. RDF ืงืขื ืขืŸ ื–ื™ื™ืŸ ื’ืขืฉืจื™ื‘ืŸ (ืกืขืจื™ืึทืœื™ื–ืขื“) ืื™ืŸ ืคืึทืจืฉื™ื“ืŸ ืกื™ื ื˜ืึทืงืกื™ื–: RDF/XML, ื˜ืฉืขืจืขืคึผืึทื›ืข (ืจื•ื‘ึฟ ืžืขื ื˜ืฉ ืœื™ื™ืขื ืขืŸ), JSON-LD, ื”ื“ื˜ (ื‘ื™ื™ื ืขืจื™).

ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ RDF ืงืขื ืขืŸ ื–ื™ื™ืŸ ืกื™ืจื™ืึทืœื™ื™ื–ื“ ืื™ืŸ RDF / XML ืื™ืŸ ืคืึทืจืฉื™ื“ืขื ืข ื•ื•ืขื’ืŸ, ืึทื–ื•ื™, ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ืขืก ืื™ื– ืงื™ื™ืŸ ื–ื™ื ืขืŸ ืฆื• ื•ื•ืึทืœืึทื“ื™ื™ื˜ ื“ื™ ืจื™ื–ืึทืœื˜ื™ื ื’ ืงืกืžืœ ื ื™ืฆืŸ XSD ืึธื“ืขืจ ืคึผืจื•ื‘ื™ืจืŸ ืฆื• ืขืงืกื˜ืจืึทืงื˜ ื“ืึทื˜ืŸ ืžื™ื˜ XPath. ืคึผื•ื ืงื˜ ืึทื–ื•ื™, JSON-LD ืื™ื– ืึทื ืœื™ื™ืงืœื™ ืฆื• ื‘ืึทืคืจื™ื“ื™ืงืŸ ื“ื™ ืคืึทืจืœืึทื ื’ ืคื•ืŸ ื“ื™ ื“ื•ืจื›ืฉื ื™ื˜ืœืขืš ื“ื–ืฉืึทื•ื•ืึทืกืงืจื™ืคึผื˜ ื“ืขื•ื•ืขืœืึธืคึผืขืจ ืฆื• ืึทืจื‘ืขื˜ืŸ ืžื™ื˜ RDF ื ื™ืฆืŸ Javascript ืก ืคึผื•ื ืงื˜ ืื•ืŸ ืงื•ื•ืึทื“ืจืึทื˜-ืงืœืึทืงืขืจ ื ืึธื•ื˜ื™ื™ืฉืึทืŸ (ื›ืึธื˜ืฉ JSON-LD ื‘ืื•ื•ืขื’ื˜ ืื™ืŸ ื“ืขืจ ืจื™ื›ื˜ื•ื ื’ ื“ื•ืจืš ืคืึธืจืฉืœืึธื’ืŸ ืึท ืžืขืงืึทื ื™ื–ืึทื. ืคืจืึทืžื™ื ื’).

ืจื•ื‘ึฟ ืกื™ื ื˜ืึทืงืกืขืก ืคืึธืจืฉืœืึธื’ืŸ ื•ื•ืขื’ืŸ ืฆื• ืคืึทืจืงื™ืจืฆืŸ ืœืึทื ื’ URIs. ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ืึท ืึทื“ @prefix rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#> ืื™ืŸ ื˜ื•ืจื˜ืœืข ื•ื•ืขื˜ ืœืึธื–ืŸ ืื™ืจ ืฆื• ืฉืจื™ื™ึทื‘ืŸ ืึทื ืฉื˜ืึธื˜ <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> ื ืึธืจ rdf:type.

RDFS

RDFS (RDF ืกื˜ืฉืขืžืึท) - ืึท ื™ืงืขืจื“ื™ืง ืžืึธื“ืขืœื™ื ื’ ื•ื•ืึธืงืึทื‘ื•ืœืึทืจื™, ื™ื ื˜ืจืึทื“ื•ืกื™ื– ื“ื™ ืงืึทื ืกืขืคึผืก ืคื•ืŸ ืคืึทืจืžืึธื’ ืื•ืŸ ืงืœืึทืก ืื•ืŸ ืคึผืจืึธืคึผืขืจื˜ื™ืขืก ืึทื–ืึท ื•ื•ื™ rdf:type, rdfs:subClassOf, rdfs:domain ะธ rdfs:range. ื ื™ืฆืŸ ื“ื™ RDFS ื•ื•ืขืจื˜ืขืจื‘ื•ืš, ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ื“ื™ ืคืืœื’ืขื ื“ืข ื’ื™ืœื˜ื™ืง ืื•ื™ืกื“ืจื•ืงืŸ ืงืขื ืขืŸ ื–ื™ื™ืŸ ื’ืขืฉืจื™ื‘ืŸ:

rdf:type         rdf:type         rdf:Property .
rdf:Property     rdf:type         rdfs:Class .
rdfs:Class       rdfs:subClassOf  rdfs:Resource .
rdfs:subClassOf  rdfs:domain      rdfs:Class .
rdfs:domain      rdfs:domain      rdf:Property .
rdfs:domain      rdfs:range       rdfs:Class .
rdfs:label       rdfs:range       rdfs:Literal .

RDFS ืื™ื– ืึท ื‘ืึทืฉืจื™ื™ึทื‘ื•ื ื’ ืื•ืŸ ืžืึธื“ืขืœื™ื ื’ ื•ื•ืึธืงืึทื‘ื•ืœืึทืจื™, ืึธื‘ืขืจ ืื™ื– ื ื™ืฉื˜ ืึท ื‘ืึทื’ืจืขื ืขืฆื•ื ื’ ืฉืคึผืจืึทืš (ื›ืึธื˜ืฉ ื“ื™ ื‘ืึทืึทืžื˜ืขืจ ืกืคึผืขืกื™ืคื™ืงืึทื˜ื™ืึธืŸ ืื•ืŸ ื‘ืœืขื˜ืขืจ ืžืขื’ืœืขื›ืงื™ื™ื˜ ืคื•ืŸ ืึทื–ืึท ื ื•ืฆืŸ). ื“ื™ ื•ื•ืึธืจื˜ "ืกื˜ืฉืขืžืึท" ื–ืึธืœ ื ื™ื˜ ื–ื™ื™ืŸ ืคืืจืฉื˜ืื ืขืŸ ืื™ืŸ ื“ื™ ื–ืขืœื‘ืข ื–ื™ื ืขืŸ ื•ื•ื™ ืื™ืŸ ื“ืขืจ ืื•ื™ืกื“ืจื•ืง "ืงืกืžืœ ืกื›ืขืžืข". ืœืžืฉืœ, :author rdfs:range foaf:Person ืžื™ื˜ืœ ืึทื– rdf:type ืึทืœืข ืคืึทืจืžืึธื’ ื•ื•ืึทืœื•ืขืก :author - foaf:Person, ืื‘ืขืจ ื˜ื•ื˜ ื ื™ืฉื˜ ืžื™ื™ื ืขืŸ ืึทื– ื“ืึธืก ื–ืึธืœ ื–ื™ื™ืŸ ื’ืขื–ืื’ื˜ ืื™ืŸ ืฉื˜ื™ื™ึทื’ืŸ.

SPARQL

SPARQL (SPARQL ืคึผืจืึธื˜ืึธืงืึธืœ ืื•ืŸ RDF Query Language) - ืึท ืฉืคึผืจืึทืš ืคึฟืึทืจ ืงื•ื•ืขืจื™ื ื’ RDF ื“ืึทื˜ืŸ. ืื™ืŸ ืึท ืคึผืฉื•ื˜ ืคืึทืœ, ืึท SPARQL ืึธื ืคึฟืจืขื’ ืื™ื– ืึท ืกื›ื•ื ืคื•ืŸ ืกืึทืžืคึผืึทืœื– ืงืขื’ืŸ ื•ื•ืึธืก ื˜ืจื™ืคึผืœืึทืฅ ืคื•ืŸ ื“ื™ ื’ืจืึทืคื™ืง ื•ื•ืึธืก ืื™ื– ืงื•ื•ืขืจื“ ื–ืขื ืขืŸ ืžืึทื˜ืฉื˜. ืคึผืึทื˜ืขืจื ื– ืงืขื ืขืŸ ืึทื ื˜ื”ืึทืœื˜ืŸ ื•ื•ืขืจื™ืึทื‘ืึทืœื– ืื™ืŸ ื•ื ื˜ืขืจื˜ืขื ื™ืง, ืคึผืจืขื“ื™ืงืึทื˜ ืื•ืŸ ื›ื™ื™ืคืขืฅ ืฉื˜ืขืœืขืก.

ื“ื™ ืึธื ืคึฟืจืขื’ ื•ื•ืขื˜ ืฆื•ืจื™ืงืงื•ืžืขืŸ ืึทื–ืึท ื•ื•ืขืจื™ืึทื‘ืึทืœ ื•ื•ืึทืœื•ืขืก ืึทื–, ื•ื•ืขืŸ ืกืึทื‘ืกื˜ืึทื˜ื•ื˜ืึทื“ ืื™ืŸ ื“ื™ ืกืึทืžืคึผืึทืœื–, ืงืขื ืขืŸ ืจืขื–ื•ืœื˜ืึทื˜ ืื™ืŸ ืึท ืกื•ื‘ื’ืจืึทืฃ ืคื•ืŸ ื“ื™ ืงื•ื•ืขืจื“ RDF ื’ืจืึทืคื™ืง (ืึท ืกืึทื‘ืกืขื˜ ืคื•ืŸ ื–ื™ื™ึทืŸ ื˜ืจื™ืคึผืœืึทืฅ). ื•ื•ืขืจื™ืึทื‘ืึทืœื– ืคื•ืŸ ื“ื™ ื–ืขืœื‘ืข ื ืึธืžืขืŸ ืื™ืŸ ืคืึทืจืฉื™ื“ืขื ืข ืกืึทืžืคึผืึทืœื– ืคื•ืŸ ื˜ืจื™ืคึผืœืึทืฅ ืžื•ื–ืŸ ื”ืึธื‘ืŸ ื“ื™ ื–ืขืœื‘ืข ื•ื•ืึทืœื•ืขืก.

ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ื’ืขื’ืขื‘ืŸ ื“ื™ ืื•ื™ื‘ืŸ ื’ืึทื ื’ ืคื•ืŸ ื–ื™ื‘ืŸ RDFS ืึทืงืกื™ืึธืžืก, ื“ื™ ืคืืœื’ืขื ื“ืข ืึธื ืคึฟืจืขื’ ื•ื•ืขื˜ ืฆื•ืจื™ืงืงื•ืžืขืŸ rdfs:domain ะธ rdfs:range ื•ื•ื™ ื•ื•ืึทืœื•ืขืก ?s ะธ ?p ืจื™ืกืคึผืขืงื˜ื™ื•ื•ืœื™:

SELECT * WHERE {
 ?s ?p rdfs:Class .
 ?p ?p rdf:Property .
}

ืขืก ืื™ื– ื›ื“ืื™ ืฆื• ื‘ืืžืขืจืงืŸ ืึทื– SPARQL ืื™ื– ื“ืขืงืœืึทืจืึทื˜ื™ื•ื•ืข ืื•ืŸ ืื™ื– ื ื™ืฉื˜ ืึท ืฉืคึผืจืึทืš ืคึฟืึทืจ ื“ื™ืกืงืจื™ื™ื‘ื™ื ื’ ื’ืจืึทืคื™ืง ื˜ืจืึทื•ื•ืขืจืกืึทืœ (ืึธื‘ืขืจ, ืขื˜ืœืขื›ืข RDF ืจื™ืคึผืึทื–ืึทื˜ืึธืจื™ื– ืคืึธืจืฉืœืึธื’ืŸ ื•ื•ืขื’ืŸ ืฆื• ืกื˜ืจื•ื™ืขืจืŸ ื“ื™ ืึธื ืคึฟืจืขื’ ื“ื•ืจื›ืคื™ืจื•ื ื’ ืคึผืœืึทืŸ). ื“ืขืจื™ื‘ืขืจ, ืขื˜ืœืขื›ืข ื ืึธืจืžืึทืœ ื’ืจืึทืคื™ืง ืคึผืจืึธื‘ืœืขืžืก, ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ื’ืขืคึฟื™ื ืขืŸ ื“ื™ ืฉืึธืจื˜ื™ืกื˜ ื•ื•ืขื’, ืงืขื ืขืŸ ื ื™ื˜ ื–ื™ื™ืŸ ืกืึทืœื•ื•ื“ ืื™ืŸ SPARQL, ืึทืจื™ื™ึทื ื’ืขืจืขื›ื ื˜ ื ื™ืฆืŸ ื“ื™ ืคืึทืจืžืึธื’ ืคึผืึทื˜ืก (ืึธื‘ืขืจ, ื•ื•ื™ื“ืขืจ, ื™ื—ื™ื“ RDF ืจื™ืคึผืึทื–ืึทื˜ืึธืจื™ื– ืคืึธืจืฉืœืึธื’ืŸ ืกืคึผืขืฆื™ืขืœ ื™ืงืกื˜ืขื ืฉืึทื ื– ืฆื• ืกืึธืœื•ื•ืข ื“ื™ ืคึผืจืึธื‘ืœืขืžืก).

SPARQL ื˜ื•ื˜ ื ื™ืฉื˜ ื˜ื™ื™ืœืŸ ื“ื™ ืคึผืจืขืกื•ืžืคึผื˜ื™ืึธืŸ ืคื•ืŸ ืึธื•ืคึผืึทื ืึทืก ืคื•ืŸ ื“ืขืจ ื•ื•ืขืœื˜ ืื•ืŸ ื’ื™ื™ื˜ ื“ื™ "ื ืขืงืฆื™ืข ื•ื•ื™ ื“ื•ืจื›ืคืึทืœ" ืฆื•ื’ืึทื ื’, ืื™ืŸ ื•ื•ืึธืก ืžืขื’ืœืขืš ื“ื™ื–ื™ื™ื ื– ืึทื–ืึท ื•ื•ื™ FILTER NOT EXISTS {โ€ฆ}. ื“ืึทื˜ืŸ ืคืึทืจืฉืคึผืจื™ื™ื˜ื•ื ื’ ืื™ื– ื’ืขื ื•ืžืขืŸ ืื™ืŸ ื—ืฉื‘ื•ืŸ ื ื™ืฆืŸ ื“ื™ ืžืขืงืึทื ื™ื–ืึทื ืคืขื“ืขืจื™ื™ื˜ื™ื“ ืงื•ื•ื™ืจื™ื–.

ื“ื™ SPARQL ืึทืงืกืขืก ืคื•ื ื˜ - ืึท RDF ืกื˜ืึธืจื™ื“ื–ืฉ ื˜ื•ื™ื’ืขื•ื•ื“ื™ืง ืคื•ืŸ ืคึผืจืึทืกืขืกื™ื ื’ SPARQL ืคึฟืจืื’ืŸ - ื”ืื˜ ืงื™ื™ืŸ ื“ื™ืจืขืงื˜ ืึทื ืึทืœืึธื’ื•ืขืก ืคื•ืŸ ื“ื™ ืจื’ืข ื‘ื™ื ืข (ื–ืขืŸ ื“ื™ ืึธื ื”ื™ื™ื‘ ืคื•ืŸ ื“ืขื ืคึผืึทืจืึทื’ืจืึทืฃ). ืขืก ืงืขื ืขืŸ ื–ื™ื™ืŸ ื’ืขื’ืœื™ื›ืŸ ืฆื• ืึท ื“ืึทื˜ืึทื‘ื™ื™ืก, ื‘ืื–ื™ืจื˜ ืื•ื™ืฃ ื“ื™ ืื™ื ื”ืึทืœื˜ ืคื•ืŸ ื•ื•ืึธืก HTML ื‘ืœืขื˜ืขืจ ื–ืขื ืขืŸ ื“ื–ืฉืขื ืขืจื™ื™ื˜ืึทื“, ืึธื‘ืขืจ ืฆื•ื˜ืจื™ื˜ืœืขืš ืฆื• ื“ื™ ืึทืจื•ื™ืก. ื“ื™ SPARQL ืึทืงืกืขืก ืคื•ื ื˜ ืื™ื– ืžืขืจ ืึทื ืึทืœืึธื’ ืฆื• ื“ื™ ืึทืคึผื™ ืึทืงืกืขืก ืคื•ื ื˜ ืคึฟื•ืŸ ื“ื™ ื“ืจื™ื˜ ื‘ื™ื ืข, ืึธื‘ืขืจ ืžื™ื˜ ืฆื•ื•ื™ื™ ื”ื•ื™ืคึผื˜ ื“ื™ืคืขืจืึทื ืกื™ื–. ืขืจืฉื˜ืขืจ, ืขืก ืื™ื– ืžืขื’ืœืขืš ืฆื• ืคืึทืจื‘ื™ื ื“ืŸ ืขื˜ืœืขื›ืข "ืึทื˜ืึธืžื™ืฉืข" ืคึฟืจืื’ืŸ ืื™ืŸ ืื™ื™ืŸ (ื•ื•ืึธืก ืื™ื– ื’ืขื”ืืœื˜ืŸ ืึท ืฉืœื™ืกืœ ื›ืึทืจืึทืงื˜ืขืจื™ืกื˜ื™ืฉ ืคื•ืŸ GraphQL), ืื•ืŸ ืฆื•ื•ื™ื™ื˜ื ืก, ืึทื–ืึท ืึท API ืื™ื– ื’ืึธืจ ื–ื™ืš-ื“ืึทืงื™ืึทืžืขื ื˜ื™ื ื’ (ื•ื•ืึธืก ืื™ื– ื•ื•ืึธืก HATEOAS ื’ืขืคืจื•ื•ื•ื˜ ืฆื• ื“ืขืจื’ืจื™ื™ื›ืŸ).

ืคืืœืขืžื™ืฉืข ื‘ืืžืขืจืงื•ื ื’

RDF ืื™ื– ืึท ื•ื•ืขื’ ืฆื• ืึทืจื•ื™ืกื’ืขื‘ืŸ ื“ืึทื˜ืŸ ืื•ื™ืฃ ื“ื™ ื•ื•ืขื‘, ืึทื–ื•ื™ RDF ืกื˜ืึธืจื™ื“ื–ืฉ ื–ืึธืœ ื–ื™ื™ืŸ ื’ืขืจืขื›ื ื˜ ื•ื•ื™ ืึท ื“ืึธืงื•ืžืขื ื˜ DBMS. ืืžืช, ื•ื•ื™ื‘ืืœื“ ืจื“ืฃ ืื™ื– ื ื’ืจืืฃ ืื•ืŸ ื ื™ืฉื˜ ืงื™ื™ืŸ ื‘ื•ื™ื, ื”ืื‘ืŸ ื–ื™ื™ ื–ื™ืš ืื•ื™ืš ืืจื•ื™ืกื’ืขื•ื•ื™ื–ืŸ ืฆื• ื–ื™ื™ืŸ ื’ืจืืฃ. ืก'ืื™ื– ื—ื™ื“ื•ืฉ ืื– ืขืก ื”ืื˜ ื–ื™ืš ื‘ื›ืœืœ ืื•ื™ืกื’ืขืืจื‘ืขื˜. ื•ื•ืขืจ ื•ื•ืึธืœื˜ ื”ืึธื‘ืŸ ื’ืขื“ืึทื ืง ืึทื– ืขืก ื•ื•ืึธืœื˜ ื–ื™ื™ืŸ ืงืœื•ื’ ืžืขื ื˜ืฉืŸ ื•ื•ืึธืก ื•ื•ืึธืœื˜ ื™ื ืกื˜ืจื•ืžืขื ื˜ ืœื™ื™ื“ื™ืง ื ืึธื•ื“ื–. ืงืื“ ืื™ื– ื“ื ืก'ืื™ื– ื ื™ืฉื˜ ืื•ื™ืกื’ืขืงื•ืžืขืŸ.

ืขืก ื–ืขื ืขืŸ ืื•ื™ืš ื•ื•ื™ื™ื ื™ืงืขืจ ืคื•ืœ-ืคื™ื˜ืฉืขืจื“ ื•ื•ืขื’ืŸ ืฆื• ืึธืจื’ืึทื ื™ื–ื™ืจืŸ ืึทืงืกืขืก ืฆื• RDF ื“ืึทื˜ืŸ, ืœืžืฉืœ, ืœื™ื ื’ืงื˜ ื“ืึทื˜ืึท ืคืจืึทื’ืžืึทื ืฅ (ืœื“ืฃ) ืื•ืŸ ืœื™ื ื’ืงื˜ ื“ืึทื˜ืึท ืคึผืœืึทื˜ืคืึธืจืžืข (ืœื“ืคึผ).

ืกืึธื•ื•ืข

ืกืึธื•ื•ืข (ื•ื•ืขื‘ ืึธื ื˜ืึธืœืึธื’ื™ ืฉืคึผืจืึทืš) - ืึท ืคืึธืจืžืึทืœื™ื–ืึทื ืคึฟืึทืจ ืจืขืคึผืจื™ื–ืขื ื˜ื™ื ื’ ื•ื•ื™ืกืŸ, ืึท ืกื™ื ื˜ืึทืงื˜ื™ืง ื•ื•ืขืจืกื™ืข ืคื•ืŸ โ€‹โ€‹ื‘ืึทืฉืจื™ื™ึทื‘ื•ื ื’ ืœืึธื’ื™ืง ืกืขืžืึทื ื˜ื™ืง ื•ื•ืขื‘ ืื•ืŸ ืœื™ื ื’ืงื˜ ื“ืึทื˜ืŸ. ืชื™ืงื•ื ื™ื ืื•ืŸ ื”ื•ืกืคื•ืช (ืื•ืžืขื˜ื•ื ืื•ื ื˜ืŸ ืื™ื– ืžืขืจ ืจื™ื›ื˜ื™ืง ืฆื• ื–ืึธื’ืŸ OWL 2, ื“ืขืจ ืขืจืฉื˜ืขืจ ื•ื•ืขืจืกื™ืข ืคื•ืŸ โ€‹โ€‹OWL ืื™ื– ื‘ืื–ื™ืจื˜ ืื•ื™ืฃ ืกืขืžืึทื ื˜ื™ืง ื•ื•ืขื‘ ืื•ืŸ ืœื™ื ื’ืงื˜ ื“ืึทื˜ืŸ. ืชื™ืงื•ื ื™ื ืื•ืŸ ื”ื•ืกืคื•ืช).

ืงืึทื ืกืขืคึผืก ืคื•ืŸ ื“ื™ืกืงืจื™ืคึผื˜ื™ื•ื• ืœืึธื’ื™ืงืก ืื™ืŸ OWL ืฉื˜ื™ืžืขืŸ ืฆื• ืงืœืืกืŸ, ืจืึธืœืขืก ืฉื˜ื™ืžืขืŸ ืฆื• ืคึผืจืึธืคึผืขืจื˜ื™ืขืก, ืžืขื ื˜ืฉืŸ ื”ืึทืœื˜ืŸ ื–ื™ื™ืขืจ ืคืจื™ืขืจื“ื™ืงืŸ ื ืึธืžืขืŸ. ืึทืงืกื™ืึธืžืก ื–ืขื ืขืŸ ืื•ื™ืš ื’ืขืจื•ืคืŸ ืึทืงืกื™ืึทืžื–.

ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ืื™ืŸ ื“ื™ ืึทื–ื•ื™ ื’ืขืจื•ืคืขื ืข ืžืึทื ื˜ืฉืขืกื˜ืขืจ ืกื™ื ื˜ืึทืงืก ืคึฟืึทืจ OWL ื ืึธื•ื˜ื™ื™ืฉืึทืŸ ืึทืŸ ืึทืงืกื™ืึทื ืฉื•ื™ืŸ ื‘ืืงืื ื˜ ืฆื• ืื•ื ื“ื– ืกืขืžืึทื ื˜ื™ืง ื•ื•ืขื‘ ืื•ืŸ ืœื™ื ื’ืงื˜ ื“ืึทื˜ืŸ. ืชื™ืงื•ื ื™ื ืื•ืŸ ื”ื•ืกืคื•ืช ื•ื•ืขื˜ ื–ื™ื™ืŸ ื’ืขืฉืจื™ื‘ืŸ ืึทื–ื•ื™:

Class: Human
Class: Parent
   EquivalentClass: Human and (inverse hasParent) some Human
ObjectProperty: hasParent

ืขืก ื–ืขื ืขืŸ ืื ื“ืขืจืข ืกื™ื ื˜ืึทืงืกื™ื– ืคึฟืึทืจ ืฉืจื™ื™ื‘ืŸ OWL, ืึทื–ืึท ื•ื•ื™ ืคืึทื ื’ืงืฉืึทื ืึทืœ ืกื™ื ื˜ืึทืงืก, ื’ืขื ื™ืฆื˜ ืื™ืŸ ื“ืขืจ ื‘ืึทืึทืžื˜ืขืจ ื‘ืึทืฉืจื™ื™ึทื‘ื•ื ื’, ืื•ืŸ OWL/XML. ืึทื“ื“ื™ื˜ื™ืึธื ืึทืœืœื™, OWL ืงืขื ืขืŸ ื–ื™ื™ืŸ ืกื™ืจื™ืึทืœื™ื™ื–ื“ ืฆื• ืึทื‘ืกื˜ืจืึทืงื˜ RDF ืกื™ื ื˜ืึทืงืก ืื•ืŸ ื•ื•ื™ื™ึทื˜ืขืจ - ืื™ืŸ ืงื™ื™ืŸ ืคื•ืŸ ื“ื™ ืกืคึผืขืฆื™ืคื™ืฉ ืกื™ื ื˜ืึทืงืก.

OWL ื”ืื˜ ืึท ืฆื•ื•ื™ื™ืขื ื“ื™ืง ืฉื™ื™ื›ื•ืช ืžื™ื˜ RDF. ืื•ื™ืฃ ื“ื™ ืื™ื™ืŸ ื”ืึทื ื˜, ืขืก ืงืขื ืขืŸ ื–ื™ื™ืŸ ื‘ืื˜ืจืื›ื˜ ื•ื•ื™ ืึท ืžื™ืŸ ืคื•ืŸ ื•ื•ืขืจื˜ืขืจื‘ื•ืš ื•ื•ืึธืก ื™ืงืกื˜ืขื ื“ื– RDFS. ืื•ื™ืฃ ื“ื™ ืื ื“ืขืจืข ื”ืึทื ื˜, ืขืก ืื™ื– ืึท ืžืขืจ ืฉื˜ืึทืจืง ืคืึธืจืžืึทืœื™ื–ืึทื ืคึฟืึทืจ ื•ื•ืึธืก RDF ืื™ื– ื‘ืœื•ื™ื– ืึท ืกื™ืจื™ืึทืœื™ื–ื™ื™ืฉืึทืŸ ืคึฟืึธืจืžืึทื˜. ื ื™ื˜ ืึทืœืข ืขืœืขืžืขื ื˜ืึทืจ OWL ืงืึทื ืกื˜ืจืึทืงืฉืึทื ื– ืงืขื ืขืŸ ื–ื™ื™ืŸ ื’ืขืฉืจื™ื‘ืŸ ืžื™ื˜ ืึท ืื™ื™ืŸ RDF ื˜ืจื™ืคึผืœืึทื˜.

ื“ืขืคึผืขื ื“ื™ื ื’ ืื•ื™ืฃ ื•ื•ืึธืก ืกื•ื‘ืกืขื˜ ืคื•ืŸ OWL ืงืึทื ืกื˜ืจืึทืงืฉืึทื ื– ื–ืขื ืขืŸ ืขืจืœื•ื™ื‘ื˜ ืฆื• ื–ื™ื™ืŸ ื’ืขื•ื•ื™ื™ื ื˜, ื–ื™ื™ ืจืขื“ืŸ ืคื•ืŸ ืึทื–ื•ื™ ื’ืขืจื•ืคืขื ืข OWL ืคึผืจืึธื•ืคื™ื™ืœื–. ื“ื™ ืกื˜ืึทื ื“ืขืจื“ื™ื™ื–ื“ ืื•ืŸ ืžืขืจืกื˜ ื‘ืึทืจื™ืžื˜ ื–ืขื ืขืŸ OWL EL, OWL RL ืื•ืŸ OWL QL. ื“ื™ ื‘ืจื™ืจื” ืคื•ืŸ ืคึผืจืึธืคื™ืœ ืึทืคืขืงืฅ ื“ื™ ืงืึทืžืคึผื™ื•ื˜ื™ื™ืฉืึทื ืึทืœ ืงืึทืžืคึผืœืขืงืกื™ื˜ื™ ืคื•ืŸ ื˜ื™ืคึผื™ืฉ ืคึผืจืึธื‘ืœืขืžืก. ื ื’ืึทื ืฅ ื’ืึทื ื’ ืคื•ืŸ OWL ืงืึทื ืกื˜ืจืึทืงืฉืึทื ื– ืงืึธืจืึทืกืคึผืึทื ื“ื™ื ื’ ืฆื• ืกืขืžืึทื ื˜ื™ืง ื•ื•ืขื‘ ืื•ืŸ ืœื™ื ื’ืงื˜ ื“ืึทื˜ืŸ. ืชื™ืงื•ื ื™ื ืื•ืŸ ื”ื•ืกืคื•ืช, ื’ืขืจื•ืคืŸ OWL DL. ืžืืœ ื–ื™ื™ ืื•ื™ืš ืจืขื“ืŸ ื•ื•ืขื’ืŸ OWL ื’ืึทื ืฅ, ืื™ืŸ ื•ื•ืึธืก OWL ืงืึทื ืกื˜ืจืึทืงืฉืึทื ื– ื–ืขื ืขืŸ ืขืจืœื•ื™ื‘ื˜ ืฆื• ื–ื™ื™ืŸ ื’ืขื•ื•ื™ื™ื ื˜ ืžื™ื˜ ื“ื™ ืคื•ืœ ืคืจื™ื™ื”ื™ื™ื˜ ื˜ืึธื›ื™ืง ืื™ืŸ RDF, ืึธืŸ ืกืขืžืึทื ื˜ื™ืง ืื•ืŸ ืงืึทืžืคึผื™ื•ื˜ื™ื™ืฉืึทื ืึทืœ ืจื™ืกื˜ืจื™ืงืฉืึทื ื– ืกืขืžืึทื ื˜ื™ืง ื•ื•ืขื‘ ืื•ืŸ ืœื™ื ื’ืงื˜ ื“ืึทื˜ืŸ. ืชื™ืงื•ื ื™ื ืื•ืŸ ื”ื•ืกืคื•ืช. ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ืขืคึผืขืก ืงืขื ืขืŸ ื–ื™ื™ืŸ ื‘ื™ื™ื“ืข ืึท ืงืœืึทืก ืื•ืŸ ืึท ืคืึทืจืžืึธื’. OWL ื’ืึทื ืฅ ืื™ื– ื ื™ื˜ ื“ื™ืกื™ื™ื“ืึทื‘ืึทืœ.

ื“ื™ ืฉืœื™ืกืœ ืคึผืจื™ื ืกืึทืคึผืึทืœื– ืคึฟืึทืจ ืึทื˜ืึทื˜ืฉื™ื ื’ ืงืึทื ืกืึทืงื•ื•ืขื ืกืึทื– ืื™ืŸ OWL ื–ืขื ืขืŸ ื“ื™ ืงื™ื ื“ืขืจ ืคื•ืŸ ื“ื™ ืึธืคึฟืŸ ื•ื•ืขืœื˜ ื”ืึทืฉืึธืจืข. ืึธ.ื•ื•.ืึท.) ืื•ืŸ ืจื™ื“ื–ืฉืขืงืฉืึทืŸ ืคื•ืŸ ื“ื™ ืคึผืจื™ื–ืึทืžืคึผืฉืึทืŸ ืคื•ืŸ ื™ื™ื ืฆื™ืง ื ืขืžืขืŸ (ื™ื™ื ืฆื™ืง ื ืึธืžืขืŸ ื”ืึทืฉืึธืจืข, ONE). ื•ื ื˜ืขืจ ืžื™ืจ ื•ื•ืขืœืŸ ื–ืขืŸ ื•ื•ื• ื“ื™ ืคึผืจื™ื ืกืึทืคึผืึทืœื– ืงืขื ืขืŸ ืคื™ืจืŸ ืื•ืŸ ื‘ืึทืงืขื ืขืŸ ืขื˜ืœืขื›ืข OWL ืงืึทื ืกื˜ืจืึทืงืฉืึทื ื–.

ืœืึธื–ืŸ ื“ื™ ืึทื ื˜ืึธืœืึธื’ื™ ืึทื ื˜ื”ืึทืœื˜ืŸ ื“ื™ ืคืืœื’ืขื ื“ืข ืคืจืึทื’ืžืขื ื˜ (ืื™ืŸ ืžืึทื ื˜ืฉืขืกื˜ืขืจ ืกื™ื ื˜ืึทืงืก):

Class: manyChildren
   EquivalentTo: Human that hasChild min 3
Individual: John
   Types: Human
   Facts: hasChild Alice, hasChild Bob, hasChild Carol

ื•ื•ืขื˜ ืขืก ื ืึธื›ืคืึธืœื’ืŸ ืคื•ืŸ ื•ื•ืึธืก ืื™ื– ื’ืขื–ืึธื’ื˜ ืึทื– ื™ื•ื—ื ืŸ ื”ืื˜ ืคื™ืœืข ืงื™ื ื“ืขืจ? ืจื™ื“ื–ืฉืขืงื˜ื™ื ื’ UNA ื•ื•ืขื˜ ืฆื•ื•ื™ื ื’ืขืŸ ื“ื™ ื™ื ืคืขืจืึทื ืก ืžืึธื˜ืึธืจ ืฆื• ืขื ื˜ืคึฟืขืจืŸ ื“ืขื ืงืฉื™ื ืื™ืŸ ื“ื™ ื ืขื’ืึทื˜ื™ื•ื•, ื•ื•ื™ื™ึทืœ ืึทืœื™ืก ืื•ืŸ ื‘ืึธื‘ ืงืขืŸ ื–ื™ื™ืŸ ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ืžืขื ื˜ืฉ. ืคึฟืึทืจ ื“ื™ ืคืืœื’ืขื ื“ืข ืฆื• ืคึผืึทืกื™ืจืŸ, ืขืก ืื™ื– ื ื™ื™ื˜ื™ืง ืฆื• ืœื™ื™ื’ืŸ ื“ื™ ืคืืœื’ืขื ื“ืข ืึทืงืกื™ืึทื:

DifferentIndividuals: Alice, Bob, Carol, John

ื–ืืœ ืื™ืฆื˜ ื“ื™ ืึธื ื˜ืึธืœืึธื’ื™ ืคืจืึทื’ืžืขื ื˜ ื”ืึธื‘ืŸ ื“ื™ ืคืืœื’ืขื ื“ืข ืคืึธืจืขื (ื™ื•ื—ื ืŸ ืื™ื– ื“ืขืจืงืœืขืจื˜ ืฆื• ื”ืึธื‘ืŸ ืคื™ืœืข ืงื™ื ื“ืขืจ, ืึธื‘ืขืจ ืขืจ ื”ืื˜ ื‘ืœื•ื™ื– ืฆื•ื•ื™ื™ ืงื™ื ื“ืขืจ):

Class: manyChildren
   EquivalentTo: Human that hasChild min 3
Individual: John
   Types: Human, manyChildren
   Facts: hasChild Alice, hasChild Bob
DifferentIndividuals: Alice, Bob, Carol, John

ื•ื•ืขื˜ ื“ื™ ืึธื ื˜ืึธืœืึธื’ื™ ื–ื™ื™ืŸ ืกืชื™ืจื” (ื•ื•ืึธืก ืงืขื ืขืŸ ื–ื™ื™ืŸ ื™ื ื˜ืขืจืคึผืจืึทื˜ืึทื“ ื•ื•ื™ ื–ืึธื’ืŸ ืคื•ืŸ ืคืึทืจืงืจื™ืคึผืœื˜ ื“ืึทื˜ืŸ)? ืึทืงืกืขืคึผื˜ื™ื ื’ OWA ื•ื•ืขื˜ ืคืึทืจืฉืึทืคืŸ ื“ื™ ื™ื ืคืขืจืึทื ืก ืžืึธื˜ืึธืจ ืฆื• ืจื™ืกืคึผืึทื ื“ ืื™ืŸ ื“ื™ ื ืขื’ืึทื˜ื™ื•ื•: "ืขืจื’ืขืฅ" ืึทื ื“ืขืจืฉ (ืื™ืŸ ืืŸ ืื ื“ืขืจ ืึธื ื˜ืึธืœืึธื’ื™) ืขืก ืงืขืŸ ื–ื™ื™ืŸ ื’ืขื–ืึธื’ื˜ ืึทื– ืงืึทืจืึธืœ ืื™ื– ืื•ื™ืš ื™ื•ื—ื ืŸ ืก ืงื™ื ื“.

ืฆื• ื•ื™ืกืฉืœื™ืกืŸ ื“ื™ ืžืขื’ืœืขื›ืงื™ื™ื˜ ืคื•ืŸ ื“ืขื, ืœืึธืžื™ืจ ืฆื•ื’ืขื‘ืŸ ืึท ื ื™ื™ึทืข ืคืึทืงื˜ ื•ื•ืขื’ืŸ ื™ื•ื—ื ืŸ:

Individual: John
   Facts: hasChild Alice, hasChild Bob, not hasChild Carol

ืฆื• ื•ื™ืกืฉืœื™ืกืŸ ื“ื™ ืื•ื™ืกื–ืขืŸ ืคื•ืŸ ืื ื“ืขืจืข ืงื™ื ื“ืขืจ, ืœืึธื–ืŸ ืื•ื ื“ื– ื–ืึธื’ืŸ ืึทื– ืึทืœืข ื“ื™ ื•ื•ืึทืœื•ืขืก ืคื•ืŸ ื“ื™ ืคืึทืจืžืึธื’ "ืžื™ื˜ ืึท ืงื™ื ื“" ื–ืขื ืขืŸ ืžืขื ื˜ืฉืŸ, ืคื•ืŸ ื•ื•ืขืžืขืŸ ืžื™ืจ ื”ืึธื‘ืŸ ื‘ืœื•ื™ื– ืคื™ืจ:

ObjectProperty: hasChild
   Domain: Human
   ะกharacteristics: Irreflexive
Class: Human
EquivalentTo: { Alice, Bill, Carol, John }

ืื™ืฆื˜ ื“ื™ ืึทื ื˜ืึธืœืึธื’ื™ ื•ื•ืขื˜ ื•ื•ืขืจืŸ ืงืึทื ื˜ืจืึทื“ื™ืงื˜ืขืจื™, ื•ื•ืึธืก ื“ื™ ื™ื ืคืขืจืึทื ืก ืžืึธื˜ืึธืจ ื•ื•ืขื˜ ื ื™ืฉื˜ ืคืึทืจืœืึธื–ืŸ ืฆื• ื‘ืึทืจื™ื›ื˜. ืžื™ื˜ ื“ื™ ืœืขืฆื˜ืข ืึทืงืกื™ืึทืžื– ื”ืึธื‘ืŸ ืžื™ืจ, ืื™ืŸ ืึท ื–ื™ื ืขืŸ, "ืคืืจืžืื›ื˜" ื“ื™ ื•ื•ืขืœื˜, ืื•ืŸ ื‘ืึทืžืขืจืงืŸ ื•ื•ื™ ื“ื™ ืžืขื’ืœืขื›ืงื™ื™ื˜ ืคื•ืŸ ื™ื•ื—ื ืŸ ื–ื™ื™ืŸ ื–ื™ื™ืŸ ืื™ื™ื’ืŸ ืงื™ื ื“ ืื™ื– ื™ืงืกืงืœื•ื“ื™ื“.

ืคึฟืึทืจื‘ื™ื ื“ื•ื ื’ ืขื ื˜ืขืจืคึผืจื™ื™ื– ื“ืึทื˜ืึท

ื“ื™ ืœื™ื ื’ืงื˜ ื“ืึทื˜ืึท ื’ืึทื ื’ ืคื•ืŸ ืึทืคึผืจืึธื•ื˜ืฉื™ื– ืื•ืŸ ื˜ืขืงื ืึทืœืึทื“ื–ืฉื™ื– ืื™ื– ื’ืขื•ื•ืขืŸ ืขืจื™ื“ื–ืฉื ืึทืœื™ ื‘ื“ืขื” ืคึฟืึทืจ ืืจื•ื™ืกื’ืขื‘ืŸ ื“ืึทื˜ืŸ ืื•ื™ืฃ ื“ื™ ื•ื•ืขื‘. ื–ื™ื™ืขืจ ื ื•ืฆืŸ ืื™ืŸ ืึทืŸ ื™ื ืขืจืœืขืš ืคึฟื™ืจืžืข ืกื•ื•ื™ื•ื•ืข ืคื™ื™ืกืึทื– ืึท ื ื•ืžืขืจ ืคื•ืŸ ืฉื•ื•ืขืจื™ืงื™ื™ื˜ืŸ.

ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ืื™ืŸ ืึท ืคืืจืžืื›ื˜ ืคึฟื™ืจืžืข ืกื•ื•ื™ื•ื•ืข, ื“ื™ ื“ืขื“ื•ืงื˜ื™ื•ื•ืข ืžืึทื›ื˜ ืคื•ืŸ OWL ื‘ืื–ื™ืจื˜ ืื•ื™ืฃ ื“ื™ ืึทื“ืึทืคึผืฉืึทืŸ ืคื•ืŸ OWA ืื•ืŸ ื“ื™ ืจื™ื“ื–ืฉืขืงืฉืึทืŸ ืคื•ืŸ UNA, ื“ื™ืกื™ื–ืฉืึทื ื– ืจืขื›ื˜ ืฆื• ื“ืขืจ ืึธืคืŸ ืื•ืŸ ืคื•ื ืื ื“ืขืจื’ืขื˜ื™ื™ืœื˜ ื ืึทื˜ื•ืจ ืคื•ืŸ ื“ื™ ื•ื•ืขื‘, ืื™ื– ืฆื• ืฉื•ื•ืึทืš. ืื•ืŸ ื“ืึธ ื“ื™ ืคืืœื’ืขื ื“ืข ืกืึทืœื•ืฉืึทื ื– ื–ืขื ืขืŸ ืžืขื’ืœืขืš.

  • ืขื ื“ืึธื•ื•ื™ื ื’ OWL ืžื™ื˜ ืกืขืžืึทื ื˜ื™ืงืก, ื™ืžืคึผืœื™ื™ื™ื ื’ ื“ื™ ืึทื‘ืึทื ื“ืึทื ืžืึทื ื˜ ืคื•ืŸ OWA ืื•ืŸ ื“ื™ ืงื™ื ื“ืขืจ ืคื•ืŸ UNA, ื“ื™ ื™ืžืคึผืœืึทืžืขื ื˜ื™ื™ืฉืึทืŸ ืคื•ืŸ ื“ื™ ืงืึธืจืึทืกืคึผืึทื ื“ื™ื ื’ ืจืขื–ื•ืœื˜ืึทื˜ ืžืึธื˜ืึธืจ. - ืื•ื™ืฃ ื“ืขื ื•ื•ืขื’ ื’ื™ื™ื˜ ืกื˜ืึทืจื“ืึธื’ RDF ืกื˜ืึธืจื™ื“ื–ืฉ.
  • ืคืืจืœืื–ืŸ ื“ื™ ื“ืขื“ื•ืงื˜ื™ื•ื•ืข ืงื™ื™ืคึผืึทื‘ื™ืœืึทื˜ื™ื– ืคื•ืŸ OWL ืื™ืŸ ื˜ื•ื™ื•ื•ืข ืคื•ืŸ โ€‹โ€‹ื”ืขืจืฉืŸ ืขื ื“ื–ืฉืึทื ื–. โ€” ืกื˜ืึทืจื“ืึธื’ ืฉื˜ื™ืฆื˜ SWRL; Jena ืื•ืŸ GraphDB ืคืึธืจืฉืœืึธื’ืŸ ืื™ื™ื’ืŸ ืฉืคึผืจืึทื›ืŸ ื›ึผืœืœื™ื
  • ืึธืคึผื–ืึธื’ ืคื•ืŸ ื“ื™ ื“ืขื“ื•ืงื˜ื™ื•ื•ืข ืงื™ื™ืคึผืึทื‘ื™ืœืึทื˜ื™ื– ืคื•ืŸ OWL, ื ื•ืฆืŸ ืคื•ืŸ ืื™ื™ืŸ ืึธื“ืขืจ ืื ื“ืขืจืŸ ืกื•ื‘ืกืขื˜ ื ืึธืขื ื˜ ืฆื• RDFS ืคึฟืึทืจ ืžืึธื“ืขืœื™ื ื’. - ื–ืขืŸ ืžืขืจ ื•ื•ืขื’ืŸ ื“ืขื ืื•ื ื˜ืŸ.

ืืŸ ืื ื“ืขืจ ืึทืจื•ื™ืกื’ืขื‘ืŸ ืื™ื– ื“ื™ ื’ืจืขืกืขืจืข ืคืึธืงื•ืก ื•ื•ืึธืก ื“ื™ ืคึฟื™ืจืžืข ื•ื•ืขืœื˜ ืงืขืŸ ื”ืึธื‘ืŸ ืื•ื™ืฃ ื“ืึทื˜ืŸ ืงื•ื•ืึทืœื™ื˜ืขื˜ ื™ืฉื•ื– ืื•ืŸ ื“ื™ ืคืขืœืŸ ืคื•ืŸ ื“ืึทื˜ืŸ ื•ื•ืึทืœืึทื“ื™ื™ืฉืึทืŸ ืžื›ืฉื™ืจื™ื ืื™ืŸ ื“ื™ ืœื™ื ื’ืงื˜ ื“ืึทื˜ืึท ืึธื ืœื™ื™ื’ืŸ. ื“ื™ ืึทื•ื˜ืคึผื•ืฅ ื“ืึธ ื–ืขื ืขืŸ ื•ื•ื™ ื’ื™ื™ื˜.

  • ื•ื•ื™ื“ืขืจ, ื ื•ืฆืŸ ืคึฟืึทืจ ื•ื•ืึทืœืึทื“ื™ื™ืฉืึทืŸ ืคื•ืŸ OWL ืงืึทื ืกื˜ืจืึทืงืฉืึทื ื– ืžื™ื˜ ืคืืจืžืื›ื˜ ื•ื•ืขืœื˜ ืกืขืžืึทื ื˜ื™ืงืก ืื•ืŸ ื™ื™ื ืฆื™ืง ื ืขืžืขืŸ ืื•ื™ื‘ ืึทืŸ ืฆื•ื ืขืžืขืŸ ื™ื ืคืขืจืึทื ืก ืžืึธื˜ืึธืจ ืื™ื– ื‘ื ื™ืžืฆื.
  • ื ื•ืฆืŸ ืฉืึทืงืœ, ืกื˜ืึทื ื“ืขืจื“ื™ื™ื–ื“ ื ืึธืš ื“ื™ ืจืฉื™ืžื” ืคื•ืŸ ืกืขืžืึทื ื˜ื™ืง ื•ื•ืขื‘ ืœื™ื™ึทืขืจ ืฉื˜ื™ืงืœ ืœื™ื™ึทืขืจืก ืื™ื– ืคืึทืจืคืขืกื˜ื™ืงื˜ (ืึธื‘ืขืจ, ืขืก ืงืขื ืขืŸ ืื•ื™ืš ื–ื™ื™ืŸ ื’ืขื•ื•ื™ื™ื ื˜ ื•ื•ื™ ืึท ื›ึผืœืœื™ื ืžืึธื˜ืึธืจ), ืึธื“ืขืจ ืฉืขืงืก.
  • ืคืืจืฉื˜ืื ื“ ืึทื– ืึทืœืฅ ืื™ื– ืœืขืกืึธืฃ ื“ื•ืจื›ื’ืขืงืึธื›ื˜ ืžื™ื˜ SPARQL ืงื•ื•ื™ืจื™ื–, ืงืจื™ื™ื™ื˜ื™ื ื’ ื“ื™ื™ืŸ ืื™ื™ื’ืขื ืข ืคึผืฉื•ื˜ ื“ืึทื˜ืŸ ื•ื•ืึทืœืึทื“ื™ื™ืฉืึทืŸ ืžืขืงืึทื ื™ื–ืึทื ื ื™ืฆืŸ ื–ื™ื™.

ืึธื‘ืขืจ, ืืคื™ืœื• ืึท ื’ืึทื ืฅ ืจื™ื“ื–ืฉืขืงืฉืึทืŸ ืคื•ืŸ ื“ืขื“ื•ืงื˜ื™ื•ื•ืข ืงื™ื™ืคึผืึทื‘ื™ืœืึทื˜ื™ื– ืื•ืŸ ื•ื•ืึทืœืึทื“ื™ื™ืฉืึทืŸ ืžื›ืฉื™ืจื™ื ืœืึธื–ืŸ ื“ื™ ืœื™ื ื’ืงื˜ ื“ืึทื˜ืึท ืกื˜ืึทืง ืื•ื™ืก ืคื•ืŸ ืคืึทืจืžืขืกื˜ ืื™ืŸ ื˜ืึทืกืงืก ื•ื•ืึธืก ื–ืขื ืขืŸ ืขื ืœืขืš ืื™ืŸ ืœืึทื ื“ืฉืึทืคื˜ ืฆื• ื“ื™ ืขืคืขื ืขืŸ ืื•ืŸ ืคื•ื ืื ื“ืขืจื’ืขื˜ื™ื™ืœื˜ ื•ื•ืขื‘ - ืื™ืŸ ื“ืึทื˜ืŸ ื™ื ืึทื’ืจื™ื™ืฉืึทืŸ ื˜ืึทืกืงืก.

ื•ื•ืึธืก ื•ื•ืขื’ืŸ ืึท ืจืขื’ื•ืœืขืจ ืคืึทืจื ืขืžื•ื ื’ ืื™ื ืคึฟืึธืจืžืึทืฆื™ืข ืกื™ืกื˜ืขื?

ื“ืึธืก ืื™ื– ืžืขื’ืœืขืš, ืึธื‘ืขืจ ืื™ืจ ื–ืึธืœ, ืคื•ืŸ ืงื•ืจืก, ื–ื™ื™ืŸ ืึทื•ื•ืขืจ ืคื•ืŸ ืคึผื•ื ืงื˜ ื•ื•ืึธืก ืคึผืจืึธื‘ืœืขืžืก ื“ื™ ืงืึธืจืึทืกืคึผืึทื ื“ื™ื ื’ ื˜ืขืงื ืึทืœืึทื“ื–ืฉื™ื– ื”ืึธื‘ืŸ ืฆื• ืกืึธืœื•ื•ืข. ืื™ืš ื•ื•ืขืœ ื‘ืึทืฉืจื™ื™ึทื‘ืŸ ื“ืึธ ืึท ื˜ื™ืคึผื™ืฉ ืึธืคึผืจื•ืฃ ืคื•ืŸ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ืคึผืึทืจื˜ื™ืกืึทืคึผืึทื ืฅ ืฆื• ื•ื•ื™ื™ึทื–ืŸ ื•ื•ื™ ื“ืขื ื˜ืขื›ื ืึธืœืึธื’ื™ืข ืกื˜ืึทืง ืงื•ืงื˜ ื•ื•ื™ ื“ื™ ืคื•ื ื˜ ืคื•ืŸ ืžื™ื™ื ื•ื ื’ ืคื•ืŸ ืงืึทื ื•ื•ืขื ืฉืึทื ืึทืœ ืขืก. ื“ืขืจืžืึธื ื˜ ืžื™ืจ ืึท ื‘ื™ืกืœ ืคื•ืŸ ื“ืขื ืžืฉืœ ืคื•ืŸ ื”ืขืœืคืึทื ื“:

  • ื‘ื™ื–ื ืขืก ืึทื ืึทืœื™ืกื˜: RDF ืื™ื– ืขืคึผืขืก ื•ื•ื™ ืึท ื’ืœื™ื™ึทืš ืกื˜ืึธืจื“ ืœืึทื“ื–ืฉื™ืงืึทืœ ืžืึธื“ืขืœ.
  • ืกื™ืกื˜ืขืžืก ืึทื ืึทืœื™ืกื˜: RDF ืื™ื– ื•ื•ื™ EAV, ื‘ืœื•ื™ื– ืžื™ื˜ ืึท ื‘ื™ื ื˜ืœ ืคื•ืŸ ื™ื ื“ืขืงืกื™ื– ืื•ืŸ ืึท ื‘ืึทืงื•ื•ืขื ืึธื ืคึฟืจืขื’ ืฉืคึผืจืึทืš.
  • ื“ืขื•ื•ืขืœืึธืคึผืขืจ: ื ื•, ื“ืึธืก ืื™ื– ืึทืœืข ืื™ืŸ ื“ื™ ื’ื™ื™ืกื˜ ืคื•ืŸ ื“ื™ ืงืึทื ืกืขืคึผืก ืคื•ืŸ ืจื™ื™ึทืš ืžืึธื“ืขืœ ืื•ืŸ ื ื™ื“ืขืจื™ืง ืงืึธื“, ืื™ื– ื’ืขื•ื•ืขืŸ ืœื™ื™ืขื ืขืŸ ืœืขืฆื˜ื ืก ื•ื•ืขื’ืŸ ื“ืขื.
  • ืคึผืจืึธื™ืขืงื˜ ืžืึทื ืึทื’ืขืจ: ื™ื ืขืก ืื™ื– ื“ื™ ื–ืขืœื‘ืข ืงืึทืœืึทืคึผืกื™ื ื’ ื“ื™ ืึธื ืœื™ื™ื’ืŸ!

ืคึผืจืึทืงื˜ื™ืกื™ื– ื•ื•ื™ื™ึทื–ืŸ ืึทื– ื“ืขืจ ืึธื ืœื™ื™ื’ืŸ ืื™ื– ืžืขืจืกื˜ ืึธืคื˜ ื’ืขื ื™ืฆื˜ ืื™ืŸ ื˜ืึทืกืงืก ืฉื™ื™ึทื›ื•ืช ืฆื• ื“ื™ ืคืึทืจืฉืคึผืจื™ื™ื˜ื•ื ื’ ืื•ืŸ ื”ืขื˜ืขืจืึทื“ื–ืฉื™ื ื™ืึทื˜ื™ ืคื•ืŸ ื“ืึทื˜ืŸ, ืœืžืฉืœ, ื•ื•ืขืŸ ื‘ื ื™ืŸ MDM (Master Data Management) ืึธื“ืขืจ DWH (Data Warehouse) ืงืœืึทืก ืกื™ืกื˜ืขืžืขืŸ. ืึทื–ืึท ืคึผืจืึธื‘ืœืขืžืก ืขืงืกื™ืกื˜ื™ืจืŸ ืื™ืŸ ืงื™ื™ืŸ ืื™ื ื“ื•ืกื˜ืจื™ืข.

ืื™ืŸ ื˜ืขืจืžื™ื ืขืŸ ืคื•ืŸ ื™ื ื“ืึทืกื˜ืจื™-ืกืคึผืขืฆื™ืคื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–, ืœื™ื ื’ืงื˜ ื“ืึทื˜ืึท ื˜ืขืงื ืึทืœืึทื“ื–ืฉื™ื– ื–ืขื ืขืŸ ื“ืขืจื•ื•ื™ื™ึทืœ ืžืขืจืกื˜ ืคืึธืœืงืก ืื™ืŸ ื“ื™ ืคืืœื’ืขื ื“ืข ื™ื ื“ืึทืกื˜ืจื™ื–.

  • ื‘ื™ืึธืžืขื“ื™ืงืึทืœ ื˜ืขืงื ืึทืœืึทื“ื–ืฉื™ื– (ื•ื•ื• ื–ื™ื™ืขืจ ืคึผืึธืคึผื•ืœืึทืจื™ื˜ืขื˜ ืžื™ื™ื ื˜ ืฆื• ื–ื™ื™ืŸ ืฉื™ื™ึทื›ื•ืช ืฆื• ื“ื™ ืงืึทืžืคึผืœืขืงืกื™ื˜ื™ ืคื•ืŸ ื“ื™ ืคืขืœื“);

ืงืจืึทื ื˜

ื“ื™ "ื‘ื•ื™ืœื™ื ื’ ืคื•ื ื˜" ื”ืึธื˜ ืœืขืฆื˜ื ืก ื›ืึธื•ืกื˜ื™ื“ ืึท ืงืึธื ืคึฟืขืจืขื ืฅ ืึธืจื’ืึทื ื™ื–ื™ืจื˜ ื“ื•ืจืš ื“ื™ "ื ืึทืฉืึทื ืึทืœ ืžืขื“ื™ืงืึทืœ ื•ื•ื™ืกืŸ ื‘ืึทืกืข" ืคืึทืจื‘ืึทื ื“ "ืงืึทืžื‘ื™ื™ื ื™ื ื’ ืึทื ื˜ืึธืœืึธื’ื™ืขืก. ืคื•ืŸ ื˜ืขืึธืจื™ืข ืฆื• ืคึผืจืึทืงื˜ื™ืฉ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ'.

  • ืคึผืจืึธื“ื•ืงืฆื™ืข ืื•ืŸ ืึธืคึผืขืจืึทืฆื™ืข ืคื•ืŸ โ€‹โ€‹ืงืึธืžืคึผืœืขืงืก ืคึผืจืึธื“ื•ืงื˜ืŸ (ื’ืจื•ื™ืก ืžืึทืงืึทื ื™ืงืึทืœ ื™ื ื–ืฉืขื ื™ืขืจื™ืข, ื™ื™ืœ ืื•ืŸ ื’ืึทื– ืคึผืจืึธื“ื•ืงืฆื™ืข; ืจื•ื‘ึฟ ืึธืคื˜ ืžื™ืจ ื–ืขื ืขืŸ ื’ืขืจืขื“ื˜ ื•ื•ืขื’ืŸ ื ืึธืจืžืึทืœ ื™ืกืึธ ืงืกื ื•ืžืงืก);

ืงืจืึทื ื˜

ืื•ื™ืš ื“ืึธ, ื“ื™ ืกื™ื‘ื” ืื™ื– ื“ื™ ืงืึทืžืคึผืœืขืงืกื™ื˜ื™ ืคื•ืŸ ื“ื™ ื•ื ื˜ืขืจื˜ืขื ื™ืง ื’ืขื’ื ื˜, ื•ื•ืขืŸ, ืœืžืฉืœ, ืื™ืŸ ื“ื™ ืึทืคึผืกื˜ืจื™ื ื‘ื™ื ืข, ืื•ื™ื‘ ืžื™ืจ ืจืขื“ืŸ ื•ื•ืขื’ืŸ ื“ื™ ื™ื™ืœ ืื•ืŸ ื’ืึทื– ืื™ื ื“ื•ืกื˜ืจื™ืข, ืคึผืฉื•ื˜ ืึทืงืึทื•ื ื˜ื™ื ื’ ืจื™ืงื•ื•ื™ื™ืขืจื– ืขื˜ืœืขื›ืข CAD ืคืึทื ื’ืงืฉืึทื ื–.

ืื™ืŸ 2008, ืึท ืจืขืคึผืจื™ื–ืขื ืึทื˜ื™ื•ื• ื™ื™ึทื ืžืึธื ื˜ื™ืจื•ื ื’ ื’ืขืฉืขืขื ื™ืฉ, ืึธืจื’ืึทื ื™ื–ื™ืจื˜ ื“ื•ืจืš ื˜ืฉืขื•ื•ืจืึธืŸ, ืื™ื– ืคืืจื’ืขืงื•ืžืขืŸ ื“ื™ ื–ื™ืฆื•ื ื’.

ISO 15926, ืื™ืŸ ื“ื™ ืกื•ืฃ, ื’ืขื•ื•ืขืŸ ืึท ื‘ื™ืกืœ ืฉื•ื•ืขืจ ืคึฟืึทืจ ื“ื™ ื™ื™ืœ ืื•ืŸ ื’ืึทื– ืื™ื ื“ื•ืกื˜ืจื™ืข (ืื•ืŸ ื’ืขืคึฟื•ื ืขืŸ ื˜ืึธืžืขืจ ืึท ื’ืจืขืกืขืจืข ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืื™ืŸ ืžืขื˜ืฉืึทื ื™ืงืึทืœ ื™ื ื–ืฉืขื ื™ืขืจื™ืข). ื‘ืœื•ื™ื– ืกื˜ืึทื˜ืึธื™ืœ (ืขืงื•ื•ื™ื ืึธืจ) ืื™ื– ื’ืขื•ื•ืขืŸ ื’ืึธืจ ื›ื•ืงื˜ ืื•ื™ืฃ ืขืก; ืื™ืŸ ื ืึธืจื•ื•ื™ื™ึท, ืึท ื’ืึทื ืฅ ื™ืงืึธื•ืกื™ืกื˜ืึทื. ืื ื“ืขืจืข ื–ืขื ืขืŸ ื˜ืจื™ื™ื ื’ ืฆื• ื˜ืึธืŸ ื–ื™ื™ืขืจ ืื™ื™ื’ืŸ ื–ืึทืš. ืœืžืฉืœ, ืœื•ื™ื˜ ืจื•ืžืึธืจืก, ื“ื™ ื“ื™ื ืขืจ ืžื™ื ื™ืกื˜ืขืจื™ื•ื ืคื•ืŸ ืขื ืขืจื’ื™ืข ื‘ื“ืขื” ืฆื• ืฉืึทืคึฟืŸ ืึท "ืงืึทื ืกืขืคึผื˜ืฉื•ืึทืœ ืึธื ื˜ืึธืœืึธื’ื™ืงืึทืœ ืžืึธื“ืขืœ ืคื•ืŸ ื“ื™ ื‘ืจืขื ื•ื•ืึทืจื’ ืื•ืŸ ืขื ืขืจื’ื™ืข ืงืึธืžืคึผืœืขืงืก," ืขื ืœืขืš, ืžืฉืžืขื•ืช, ืฆื• ื‘ืืฉืืคืŸ ืคึฟืึทืจ ื“ื™ ืขืœืขืงื˜ืจื™ืง ืžืึทื›ื˜ ืื™ื ื“ื•ืกื˜ืจื™ืข.

  • ืคื™ื ืึทื ืฆื™ืขืœ ืึธืจื’ืึทื ืึทื–ื™ื™ืฉืึทื ื– (ืืคื™ืœื• XBRL ืงืขื ืขืŸ ื–ื™ื™ืŸ ื’ืขืจืขื›ื ื˜ ื•ื•ื™ ืึท ืžื™ืŸ ืคื•ืŸ ื›ื™ื™ื‘ืจื™ื“ ืคื•ืŸ SDMX ืื•ืŸ ื“ื™ RDF Data Cube ืึทื ื˜ืึธืœืึธื’ื™);

ืงืจืึทื ื˜

ืื™ืŸ ื“ื™ ืึธื ื”ื™ื™ื‘ ืคื•ืŸ ื“ื™ ื™ืึธืจ, ืœื™ื ืงืขื“ื™ืŸ ืึทืงื˜ื™ื•ื•ืœื™ ืกืคึผืึทื ื“ืขื ืžื—ื‘ืจ ืžื™ื˜ ื•ื•ืึทืงืึทื ืกื™ืขืก ืคื•ืŸ ื›ึผืžืขื˜ ืึทืœืข ื“ื™ ื“ื–ืฉื™ื™ืึทื ืฅ ืคื•ืŸ ื“ื™ ืคื™ื ืึทื ืฆื™ืขืœ ืื™ื ื“ื•ืกื˜ืจื™ืข, ื•ื•ืึธืก ืขืจ ืงืขืŸ ืคื•ืŸ ื“ื™ ื˜ืขืœืขื•ื•ื™ื–ื™ืข ืกืขืจื™ืข "ืคืึธืจืก ืžืึทื“ื–ืฉื•ืจ": ื’ืึธืœื“ืžืึทืŸ ืกืึทืงืก, ื“ื–ืฉืคึผืžืึธืจื’ืึทืŸ ื˜ืฉื™ื™ืก ืื•ืŸ / ืึธื“ืขืจ ืžืึธืจื’ืึทืŸ ืกื˜ืึทื ืœื™, ื•ื•ืขืœื– ืคืึทืจื’ืึธ, SWIFT/Visa/Mastercard, Bank of America, Citigroup, Fed, Deutsche Bank... ืžื™ืกื˜ืึธืžืข ื™ืขื“ืขืจ ื”ืื˜ ื’ืขื–ื•ื›ื˜ ืขืžืขืฆืŸ ื•ื•ืืก ื–ื™ื™ ืงืขื ืขืŸ ืฉื™ืงืŸ ืฆื• ืื™ื ื•ื•ื™ืกืŸ ื’ืจืึทืคื™ืง ืงืึธื ืคึฟืขืจืขื ืฅ. ื’ืึทื ืฅ ืึท ื‘ื™ืกืœ ื’ืขืจืื˜ืŸ ืฆื• ื’ืขืคึฟื™ื ืขืŸ: ืคื™ื ืึทื ืฆื™ืขืœ ืึธืจื’ืึทื ื™ื–ืึทืฆื™ืขืก ื’ืขื ื•ืžืขืŸ ืึทืœืฅ ืžืึธืจื’ืŸ ืคื•ืŸ ื“ืขืจ ืขืจืฉื˜ืขืจ ื˜ืึธื’.

ืื•ื™ืฃ ื”ืขืึทื“ื”ื•ื ื˜ืขืจ, ื‘ืœื•ื™ื– ืกื‘ืขืจื‘ืึทื ืง ื’ืขืคึฟื•ื ืขืŸ ืขืคึผืขืก ื˜ืฉื™ืงืึทื•ื•ืข; ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ื•ื•ืขื’ืŸ "ืขืึทื•ื• ืกื˜ืึธืจื™ื“ื–ืฉ ืžื™ื˜ ืึท RDF-ื•ื•ื™ ื“ืึทื˜ืŸ ืžืึธื“ืขืœ."

ืžื™ืกื˜ืึธืžืข, ื“ื™ ื—ื™ืœื•ืง ืื™ืŸ ื“ื™ ื’ืจืึทื“ ืคื•ืŸ ืœื™ื‘ืข ืคึฟืึทืจ ื“ื™ ืงืึธืจืึทืกืคึผืึทื ื“ื™ื ื’ ื˜ืขืงื ืึทืœืึทื“ื–ืฉื™ื– ืคื•ืŸ ื“ื™ื ืขืจ ืื•ืŸ ืžืขืจื‘ ืคื™ื ืึทื ืฆื™ืขืœ ืื™ื ืกื˜ื™ื˜ื•ืฆื™ืขืก ืื™ื– ืจืขื›ื˜ ืฆื• ื“ืขืจ ื˜ืจืึทื ืกื ืึทืฉืึทื ืึทืœ ื ืึทื˜ื•ืจ ืคื•ืŸ ื“ื™ ืึทืงื˜ื™ื•ื•ื™ื˜ืขื˜ืŸ ืคื•ืŸ ื“ื™ ื™ืขื ืขืจ. ืžืฉืžืขื•ืช, ื™ื ืึทื’ืจื™ื™ืฉืึทืŸ ืึทืจื™ื‘ืขืจ ืฉื˜ืึทื˜ ื’ืขืžืืจืงืŸ ืจื™ืงื•ื•ื™ื™ืขืจื– ืงื•ื•ืึทืœืึทื˜ื™ื™ื˜ื™ื•ื•ืœื™ ืคืึทืจืฉื™ื“ืขื ืข ืึธืจื’ืึทื ืึทื–ื™ื™ืฉืึทื ืึทืœ ืื•ืŸ ื˜ืขื›ื ื™ืฉ ืกืึทืœื•ืฉืึทื ื–.

  • ืงืฉื™ื-ืขื ื˜ืคึฟืขืจ ืกื™ืกื˜ืขืžืขืŸ ืžื™ื˜ ื’ืขืฉืขืคื˜ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– (ื™ื‘ื ื•ื•ืึทืฆืึธืŸ, ืขืคึผืœ ืกื™ืจื™, Google ื•ื•ื™ืกืŸ ื’ืจืึทืคื™ืง);

ืงืจืึทื ื˜

ื“ื•ืจืš ื“ืขื ื•ื•ืขื’, ื“ืขืจ ื‘ืืฉืขืคืขืจ ืคื•ืŸ ืกื™ืจื™, Thomas Gruber, ืื™ื– ื“ืขืจ ืžื—ื‘ืจ ืคื•ืŸ ื“ื™ ื“ืขืคึฟื™ื ื™ืฆื™ืข ืคื•ืŸ โ€‹โ€‹โ€‹โ€‹ืึทื ื˜ืึธืœืึธื’ื™ (ืื™ืŸ ื“ื™ ืขืก ื–ื™ื ืขืŸ) ื•ื•ื™ ืึท "ืงืึทื ืกืขืคึผื˜ืฉื•ืึทืœื™ื–ืึทื˜ื™ืึธืŸ ื‘ืึทืฉืจื™ื™ึทื‘ื•ื ื’." ืœื•ื™ื˜ ืžื™ื™ืŸ ืžื™ื™ื ื•ื ื’, ืจื™ืขืจื™ื™ื ื“ื–ืฉื™ื ื’ ื“ื™ ื•ื•ืขืจื˜ืขืจ ืื™ืŸ ื“ืขื ื“ืขืคึฟื™ื ื™ืฆื™ืข ื˜ื•ื˜ ื ื™ืฉื˜ ื˜ื•ื™ืฉืŸ ื“ื™ ื˜ื™ื™ึทื˜ืฉ, ื•ื•ืึธืก ื˜ืึธืžืขืจ ื™ื ื“ื™ืงื™ื™ืฅ ืึทื– ืขืก ืื™ื– ื ื™ืฉื˜ ื“ืึธืจื˜.

  • ื•ื™ืกื’ืึทื‘ืข ืคื•ืŸ โ€‹โ€‹ืกื˜ืจืึทืงื˜ืฉืขืจื“ ื“ืึทื˜ืŸ (ืžื™ื˜ ืžืขืจ ื˜ืขืจืขืฅ ื“ืึธืก ืงืขื ืขืŸ ื–ื™ื™ืŸ ืึทื˜ืจื™ื‘ื™ืึทื˜ืึทื“ ืฆื• ืœื™ื ื’ืงื˜ ืขืคึฟืŸ ื“ืึทื˜ืึท).

ืงืจืึทื ื˜

ื’ืจื•ื™ืก ืคืึทื ืก ืคื•ืŸ ืœื™ื ื’ืงื˜ ื“ืึทื˜ืŸ ื–ืขื ืขืŸ ื“ื™ ืึทื–ื•ื™ ื’ืขืจื•ืคืขื ืข ื’ืœืึทื: ื’ืึทืœืขืจื™ื–, ืœื™ื‘ืจืึทืจื™ืขืก, ืึทืจื›ื™ื•ื•ืŸ ืื•ืŸ ืžื™ื•ื–ื™ืึทืžื–. ืขืก ืื™ื– ื’ืขื ื•ื’ ืฆื• ื–ืึธื’ืŸ ืึทื– ื“ื™ ื‘ื™ื‘ืœื™ืึธื˜ืขืง ืคื•ืŸ ืงืึธื ื’ืจืขืกืก ืคึผืจืึทืžืึธื•ืฅ ืึท ืคืึทืจื‘ื™ื™ึทื˜ ืคึฟืึทืจ MARC21 BIBFRAMEื•ื•ืึธืก ื’ื™ื˜ ืึท ื™ืกื•ื“ ืคึฟืึทืจ ื“ืขืจ ืฆื•ืงื•ื ืคึฟื˜ ืคื•ืŸ ื‘ื™ื‘ืœื™ืึธื’ืจืึทืคื™ืง ื‘ืึทืฉืจื™ื™ึทื‘ื•ื ื’ ืื•ืŸ, ืคื•ืŸ ืงื•ืจืก, ื‘ืื–ื™ืจื˜ ืื•ื™ืฃ RDF.

ื•ื•ื™ืงื™ื“ืึทื˜ืึท ืื™ื– ืึธืคื˜ ืฆื™ื˜ื™ืจื˜ ื•ื•ื™ ืึท ื‘ื™ื™ืฉืคึผื™ืœ ืคื•ืŸ ืึท ื’ืขืจืึธื˜ืŸ ืคึผืจื•ื™ืขืงื˜ ืื™ืŸ ื“ื™ ืคืขืœื“ ืคื•ืŸ ืœื™ื ืงืขื“ ืขืคึฟืŸ ื“ืึทื˜ืึท - ืึท ืžื™ืŸ ืคื•ืŸ ืžืึทืฉื™ืŸ-ืœื™ื™ืขื ืขืŸ ื•ื•ืขืจืกื™ืข ืคื•ืŸ โ€‹โ€‹ื•ื•ื™ืงื™ืคึผืขื“ื™ืข, ื“ื™ ืื™ื ื”ืึทืœื˜ ืคื•ืŸ ื•ื•ืึธืก, ืื™ืŸ ืงืึทื ื˜ืจืึทืกื˜ ืฆื• DBPedia, ืื™ื– ื ื™ืฉื˜ ื“ื–ืฉืขื ืขืจื™ื™ื˜ืึทื“ ื“ื•ืจืš ืึทืจื™ื™ึทื ืคื™ืจ ืคื•ืŸ ืึทืจื˜ื™ืงืœ ื™ื ืคืึธื‘ืึธืงืกืขืก, ืึธื‘ืขืจ ืื™ื– ื‘ืืฉืืคืŸ ืžืขืจ ืึธื“ืขืจ ื•ื•ื™ื™ื ื™ืงืขืจ ืžืึทื ื™ื•ืึทืœื™ (ืื•ืŸ ื“ืขืจื ืึธืš ื•ื•ืขืจื˜ ืึท ืžืงื•ืจ ืคื•ืŸ ืื™ื ืคึฟืึธืจืžืึทืฆื™ืข ืคึฟืึทืจ ื“ื™ ื–ืขืœื‘ืข ื™ื ืคืึธื‘ืึธืงืกืขืก).

ืžื™ืจ ืื•ื™ืš ืจืขืงืึธืžืขื ื“ื™ืจืŸ ืึทื– ืื™ืจ ื˜ืฉืขืง ืขืก ืื•ื™ืก ืจืขืฉื™ืžืข ื ื™ืฆืขืจืก ืคื•ืŸ ื“ื™ Stardog RDF ืกื˜ืึธืจื™ื“ื–ืฉ ืื•ื™ืฃ ื“ื™ Stardog ื•ื•ืขื‘ื–ื™ื™ื˜ืœ ืื™ืŸ ื“ื™ "ืงืึทืกื˜ืึทืžืขืจื–" ืึธืคึผื˜ื™ื™ืœื•ื ื’.

ื–ื™ื™ื˜ ืื–ื•ื™, ืื™ืŸ ื’ืืจื˜ื ืขืจ ื›ื™ื™ืคึผ ืฆื™ืงืœ ืคึฟืึทืจ ื™ืžืขืจื“ื–ืฉื™ื ื’ ื˜ืขื˜ืฉื ืึธืœืึธื’ื™ืขืก 2016 "ืคืึทืจื ืขืžื•ื ื’ ื˜ืึทืงืกืึธื ืึธืžื™ืข ืื•ืŸ ืึธื ื˜ืึธืœืึธื’ื™ ืžืึทื ืึทื’ืขืžืขื ื˜" ืื™ื– ื’ืขืฉื˜ืขืœื˜ ืื™ืŸ ื“ื™ ืžื™ื˜ืŸ ืคื•ืŸ ืึท ืึทืจืึธืคึผื’ืึทื ื’ ืื™ืŸ ื“ื™ ื˜ืึธืœ ืคื•ืŸ ืึทื ื˜ื•ื™ืฉื•ื ื’ ืžื™ื˜ ื“ื™ ื•ื™ืกืงื•ืง ืฆื• ื“ืขืจื’ืจื™ื™ื›ืŸ ืึท "ืคึผืจืึธื•ื“ืึทืงื˜ื™ื•ื•ื™ื˜ื™ ืคึผืœืึทื˜ืึธ" ื ื™ื˜ ืคืจื™ืขืจ ื•ื•ื™ ืื™ืŸ 10 ื™ืึธืจ.

ืงืึทื ืขืงื˜ื™ื ื’ ืขื ื˜ืขืจืคึผืจื™ื™ื– ื“ืึทื˜ืึท

ืคืึธืจืงืึทืกืฅ, ืคืึธืจืงืึทืกืฅ, ืคืึธืจืงืึทืกืฅ ...

ืคึฟื•ืŸ ื”ื™ืกื˜ืืจื™ืฉืŸ ืื™ื ื˜ืขืจืขืก, ื”ืึธื‘ ืื™ืš ืื•ื ื˜ืขืจื’ืขืฉืจื™ื‘ืŸ ื“ื™ ืคึฟืึธืจื•ื™ืกื–ืึธื’ืŸ ืคึฟื•ืŸ ื’ืึทืจื˜ื ืขืจ ืคึฟืึทืจ ืคึฟืึทืจืฉื™ื™ื“ืขื ืข ื™ืึธืจืŸ ืื•ื™ืฃ ื“ื™ ื˜ืขืงื ืึทืœืึทื“ื–ืฉื™ื– ื•ื•ืึธืก ืื™ื ื˜ืขืจืขืกื™ืจืŸ ืื•ื ื“ื–.

ื™ืึธืจ ะขะตั…ะฝะพะปะพะณะธั ื‘ืืจื™ื›ื˜ ืฉื˜ืขืœืข ื™ืึธืจืŸ ืฆื• ืคึผืœืึทื˜ืึธ
2001 ืกืขืžืึทื ื˜ื™ืง ื•ื•ืขื‘ Emerging Technologies ื›ื™ื“ืขืฉ ื˜ืจื™ื’ืขืจ 5-10
2006 ืคึฟื™ืจืžืข ืกืขืžืึทื ื˜ื™ืง ื•ื•ืขื‘ Emerging Technologies ืฉืคึผื™ืฅ ืคื•ืŸ ื™ื ืคืœื™ื™ื˜ื™ื“ ืขืงืกืคึผืขืงื˜ื™ื™ืฉืึทื ื– 5-10
2012 ืกืขืžืึทื ื˜ื™ืง ื•ื•ืขื‘ ื’ืจื•ื™ืก ื“ืึทื˜ืึท ืฉืคึผื™ืฅ ืคื•ืŸ ื™ื ืคืœื™ื™ื˜ื™ื“ ืขืงืกืคึผืขืงื˜ื™ื™ืฉืึทื ื– > 10
2015 ืœื™ื ื’ืงื˜ ื“ืึทื˜ืŸ ืึทื•ื•ืึทื ืกื™ืจื˜ืข ืึทื ืึทืœื™ื˜ื™ืงืก ืื•ืŸ ื“ืึทื˜ืึท ื•ื•ื™ืกื ืฉืึทืคึฟื˜ ืึท ื‘ื™ืกืœ ืคื•ืŸ ื“ื™ืกื™ืœื•ื–ืฉืึทืŸ 5-10
2016 ืคืึทืจื ืขืžื•ื ื’ ืึธื ื˜ืึธืœืึธื’ื™ ืžืึทื ืึทื’ืขืžืขื ื˜ Emerging Technologies ืึท ื‘ื™ืกืœ ืคื•ืŸ ื“ื™ืกื™ืœื•ื–ืฉืึทืŸ > 10
2018 ื•ื•ื™ืกืŸ ื’ืจืึทืคืก Emerging Technologies ื›ื™ื“ืขืฉ ื˜ืจื™ื’ืขืจ 5-10

ืึธื‘ืขืจ, ืฉื•ื™ืŸ ืื™ืŸ "ื”ื™ืคึผ ืฆื™ืงืœ ..." 2018 ืืŸ ืื ื“ืขืจ ืึทืจื•ืฃ ื’ืึทื ื’ ืื™ื– ืืจื•ื™ืก - ื•ื•ื™ืกืŸ ื’ืจืึทืคืก. ื ื’ืขื•ื•ื™ืกืข ื’ื™ืœื’ื•ืœ ืื™ื– ื’ืขื•ื•ืขืŸ: ื’ืจืึทืคื™ืง ื“ื‘ืžืก, ืฆื• ื•ื•ืึธืก ื“ื™ ื•ืคืžืขืจืงื–ืึทืžืงื™ื™ื˜ ืคื•ืŸ ื“ื™ ื ื™ืฆืขืจืก ืื•ืŸ ื“ื™ ื”ืฉืชื“ืœื•ืช ืคื•ืŸ ื“ืขื•ื•ืขืœืึธืคึผืขืจืก ืื™ื– ื’ืขื•ื•ืขืŸ ืกื•ื•ื™ื˜ืฉื˜, ืื•ื ื˜ืขืจ ื“ืขืจ ื”ืฉืคึผืขื” ืคื•ืŸ ื“ื™ ืจื™ืงื•ื•ืขืก ืคื•ืŸ ื“ื™ ืขืจืฉื˜ืข ืื•ืŸ ื“ื™ ื’ืขื•ื•ื•ื™ื ื”ื™ื™ื˜ืŸ ืคื•ืŸ ื“ื™ ื™ืขื ืขืจ, ืื ื’ืขื”ื•ื™ื‘ืŸ ืฆื• ื ืขืžืขืŸ ื“ื™ ืงืึทื ื˜ื•ืจื– ืื•ืŸ ืคึผืึทื–ื™ืฉืึทื ื™ื ื’. ืคื•ืŸ ื–ื™ื™ืขืจ ืคืึธืจื•ื™ืกื’ื™ื™ืขืจ ืงืึธืžืคึผืขื˜ื™ื˜ืึธืจืก.

ื›ึผืžืขื˜ ื™ืขื“ืขืจ ื’ืจืึทืคื™ืง DBMS ืื™ืฆื˜ ื“ืขืจืงืœืขืจื˜ ื–ื™ืš ืึท ืคึผืึทืกื™ืง ืคึผืœืึทื˜ืคืึธืจืžืข ืคึฟืึทืจ ื‘ื ื™ืŸ ืึท ืคึฟื™ืจืžืข "ื•ื•ื™ืกืŸ ื’ืจืึทืคื™ืง" ("ืœื™ื ื’ืงื˜ ื“ืึทื˜ืŸ" ืื™ื– ืžืืœ ืจื™ืคึผืœื™ื™ืกื˜ ื“ื•ืจืš "ืคืืจื‘ื•ื ื“ืŸ ื“ืึทื˜ืŸ"), ืึธื‘ืขืจ ื•ื•ื™ ื’ืขืจืขื›ื˜ืคืืจื˜ื™ืงื˜ ื–ืขื ืขืŸ ืึทื–ืึท ืงืœื™ื™ืžื–?

ื’ืจืึทืคื™ืง ื“ืึทื˜ืึทื‘ื™ื™ืกื™ื– ื–ืขื ืขืŸ ื ืึธืš ืึทืกืขืžืึทื ื˜ื™ืง; ื“ื™ ื“ืึทื˜ืŸ ืื™ืŸ ืึท ื’ืจืึทืคื™ืง ื“ื‘ืžืก ื–ืขื ืขืŸ ื ืึธืš ื“ื™ ื–ืขืœื‘ืข ื“ืึทื˜ืŸ ืกื™ืœืึธ. ืฉื˜ืจื™ืงืœ ื™ื“ืขื ื˜ื™ืคื™ืขืจืก ืึทื ืฉื˜ืึธื˜ ืคื•ืŸ URI ืžืึทื›ืŸ ื“ื™ ืึทืจื‘ืขื˜ ืคื•ืŸ ื™ื ื˜ืึทื’ืจื™ื™ื˜ื™ื ื’ ืฆื•ื•ื™ื™ ื’ืจืึทืคื™ืง ื“ื‘ืžืก ื ืึธืš ืึทืŸ ื™ื ืึทื’ืจื™ื™ืฉืึทืŸ ืึทืจื‘ืขื˜, ื‘ืฉืขืช ื™ื ืึทื’ืจื™ื™ืฉืึทืŸ ืคื•ืŸ ืฆื•ื•ื™ื™ RDF ืกื˜ืึธืจื– ืึธืคื˜ ืงื•ืžื˜ ืึทืจืึธืคึผ ืฆื• ืคืฉื•ื˜ ืฆื•ื ื•ื™ืคื’ื™ืกืŸ ืฆื•ื•ื™ื™ RDF ื’ืจืึทืคืก. ืืŸ ืื ื“ืขืจ ืึทืกืคึผืขืงื˜ ืคื•ืŸ ืึทืกืขืžืึทื ื˜ื™ืกื™ื˜ื™ ืื™ื– ื“ื™ ื ื™ื˜-ืจืขืคืœืขืงืกื™ื•ื•ื™ื˜ื™ ืคื•ืŸ ื“ื™ ืœืคึผื’ ื’ืจืึทืคื™ืง ืžืึธื“ืขืœ, ื•ื•ืึธืก ืžืื›ื˜ ืขืก ืฉื•ื•ืขืจ ืฆื• ืคื™ืจืŸ ืžืขื˜ืึทื“ืึทื˜ืึท ืžื™ื˜ ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ืคึผืœืึทื˜ืคืึธืจืžืข.

ืฆื•ื ืกื•ืฃ, ื’ืจืึทืคื™ืง ื“ื‘ืžืก ื˜ืึธืŸ ื ื™ื˜ ื”ืึธื‘ืŸ ื™ื ืคืขืจืึทื ืก ืขื ื“ื–ืฉืึทื ื– ืึธื“ืขืจ ื”ืขืจืฉืŸ ืขื ื“ื–ืฉืึทื ื–. ื“ื™ ืจืขื–ื•ืœื˜ืึทื˜ืŸ ืคื•ืŸ ืึทื–ืึท ืขื ื“ื–ืฉืึทื ื– ืงืขื ืขืŸ ื–ื™ื™ืŸ ืจื™ืคึผืจืึทื“ื•ืกื˜ ื“ื•ืจืš ืงืึทืžืคึผืœืึทืงื™ื™ื˜ื™ื ื’ ืคึฟืจืื’ืŸ, ืึธื‘ืขืจ ื“ืึธืก ืื™ื– ืžืขื’ืœืขืš ืืคื™ืœื• ืื™ืŸ SQL.

ืึธื‘ืขืจ, ืœื™ื“ื™ื ื’ RDF ืกื˜ืึธืจื™ื“ื–ืฉ ืกื™ืกื˜ืขืžืขืŸ ื”ืึธื‘ืŸ ืงื™ื™ืŸ ืฉื•ื•ืขืจื™ืงื™ื™ื˜ ืฆื• ืฉื˜ื™ืฆืŸ ื“ื™ ืœืคึผื’ ืžืึธื“ืขืœ. ื“ื™ ืžืขืจืกื˜ ื”ืึทืจื˜ ืฆื•ื’ืึทื ื’ ืื™ื– ื‘ืื˜ืจืื›ื˜ ืฆื• ื–ื™ื™ืŸ ื“ืขืจ ืื™ื™ื ืขืจ ืคืืจื’ืขืœื™ื™ื’ื˜ ืื™ืŸ ืื™ื™ืŸ ืžืึธืœ ืื™ืŸ Blazegraph: ื“ื™ RDF * ืžืึธื“ืขืœ, ืงืึทืžื‘ื™ื™ื ื™ื ื’ RDF ืื•ืŸ LPG.

ืžืขืจ

ืื™ืจ ืงืขื ื˜ ืœื™ื™ืขื ืขืŸ ืžืขืจ ื•ื•ืขื’ืŸ RDF ืกื˜ืึธืจื™ื“ื–ืฉ ืฉื˜ื™ืฆืŸ ืคึฟืึทืจ ื“ื™ ืœืคึผื’ ืžืึธื“ืขืœ ืื™ืŸ ื“ืขื ืคืจื™ืขืจื“ื™ืงืŸ ืึทืจื˜ื™ืงืœ ืื•ื™ืฃ Habrรฉ: "ื•ื•ืึธืก ืื™ื– ื’ืขืฉืขืขื ื™ืฉ ืžื™ื˜ RDF ืกื˜ืึธืจื™ื“ื–ืฉ ืื™ืฆื˜". ืื™ืš ื”ืึธืคึฟืŸ ืื™ื™ืŸ ื˜ืึธื’ ืึท ื‘ืึทื–ื•ื ื“ืขืจ ืึทืจื˜ื™ืงืœ ื•ื•ืขื˜ ื–ื™ื™ืŸ ื’ืขืฉืจื™ื‘ืŸ ื•ื•ืขื’ืŸ ื•ื•ื™ืกืŸ ื’ืจืึทืคืก ืื•ืŸ ื“ืึทื˜ืึท ืฉื˜ืึธืฃ. ื“ืขืจ ืขื ื“ื’ื™ืœื˜ื™ืงืขืจ ืึธืคึผื˜ื™ื™ืœื•ื ื’, ื•ื•ื™ ืขืก ืื™ื– ื’ืจื™ื ื’ ืฆื• ืคึฟืึทืจืฉื˜ื™ื™ืŸ, ืื™ื– ื’ืขืฉืจื™ื‘ืŸ ืื™ืŸ ืึท ื™ื™ึทืœืŸ, ืึธื‘ืขืจ, ืึทืคึฟื™ืœื• ื–ืขืงืก ื—ื“ืฉื™ื ืฉืคึผืขื˜ืขืจ, ืึทืœืฅ ืื™ื– ื ื™ืฉื˜ ืคื™ืœ ืงืœืึธืจ ืžื™ื˜ ื“ื™ ื‘ืึทื’ืจื™ืฃ.

ืœื™ื˜ืขืจืึทื˜ื•ืจ

  1. ื”ืึทืœืคึผื™ืŸ, ื”., ืžืึธื ื ื™ืŸ, ื. (ืขื“ืก.) (2014). ืคื™ืœืึธืกืึธืคื™ืงืึทืœ ืื™ื ื–ืฉืขื ื™ืจื™ืข: ืฆื• ืึท ืคื™ืœืึธืกืึธืคื™ืข ืคื•ืŸ โ€‹โ€‹ื“ื™ ื•ื•ืขื‘
  2. Allemang, D., Hendler, J. (2011) ืกืขืžืึทื ื˜ื™ืง ื•ื•ืขื‘ ืคึฟืึทืจ ื“ื™ ืืจื‘ืขื˜ืŸ ืึธื ื˜ืึธืœืึธื’ื™ืกื˜ (2nd ed.)
  3. Staab, S., Studer, R. (ืขื“ืก.) (2009) ื”ืึทื ื“ื‘ืึธืึธืง ืื•ื™ืฃ ืึธื ื˜ืึธืœืึธื’ื™ืขืก (2nd ed.)
  4. ื”ืึธืœืฅ, ื“ื™ (ืขื“.). (2011) ืคึฟืึทืจื‘ื™ื ื“ื•ื ื’ ืขื ื˜ืขืจืคึผืจื™ื™ื– ื“ืึทื˜ืึท
  5. Keet, M. (2018) ืึทืŸ ื”ืงื“ืžื” ืฆื• ืึธื ื˜ืึธืœืึธื’ื™ ืื™ื ื–ืฉืขื ื™ืจื™ืข

ืžืงื•ืจ: www.habr.com

ืœื™ื™ื’ืŸ ืึท ื‘ืึทืžืขืจืงื•ื ื’