1 00:00:00,000 --> 00:00:11,370 2 00:00:11,370 --> 00:00:12,370 JEFFREY LICHT: Salam. 3 00:00:12,370 --> 00:00:13,550 M蓹n Jeffrey Licht edir蓹m. 4 00:00:13,550 --> 00:00:17,890 M蓹n haqq谋nda dan谋艧maq 眉莽眉n g蓹ldim Harvard Kitabxanas谋 v蓹 tikinti sabah 5 00:00:17,890 --> 00:00:20,870 kitabxana bu g眉n h蓹rhalda. 6 00:00:20,870 --> 00:00:23,040 Bel蓹 ki, burada background, Bu sessiya 眉莽眉n meydan莽a 7 00:00:23,040 --> 00:00:26,930 mahiyy蓹tc蓹 var ki biblioqrafik m蓹lumatlar谋n bir 莽ox 8 00:00:26,930 --> 00:00:28,400 Harvard kitabxana m枚vcuddur. 9 00:00:28,400 --> 00:00:33,434 V蓹 bir imkan var, tools b蓹zi vasit蓹sil蓹 10 00:00:33,434 --> 00:00:36,350 v蓹 inki艧af bir layih蓹, m蓹lumat 蓹ld蓹 etm蓹k 眉莽眉n 11 00:00:36,350 --> 00:00:42,430 v蓹 yerl蓹rd蓹 onu ki, Harvard Kitabxanas谋, indi bunu deyil 12 00:00:42,430 --> 00:00:45,460 bu yeni m蓹hsullar谋, t蓹cr眉b蓹 v蓹 onunla 蓹traf谋nda oynamaq. 13 00:00:45,460 --> 00:00:52,413 >> Bel蓹 ki, bu giri艧 n枚qt蓹si bir API Harvard Library Cloud, adlanan 14 00:00:52,413 --> 00:00:57,650 a莽谋q metadata server, M蓹n indi dan谋艧acaqlar. 15 00:00:57,650 --> 00:01:02,595 Bel蓹 ki, fon var ki Harvard kitabxana m蓹hsullar谋 var. 16 00:01:02,595 --> 00:01:07,150 Biz 13 milyon biblioqrafik 眉z蓹rind蓹 Qeydl蓹rin, 艧蓹kill蓹r milyonlarla, 17 00:01:07,150 --> 00:01:11,090 tapmaq vasit蓹l蓹ri v蓹 minl蓹rl蓹 olan izah mahiyy蓹tc蓹 s蓹n蓹dl蓹r 18 00:01:11,090 --> 00:01:15,500 kolleksiyalar s枚yl蓹y蓹r蓹k n蓹 b眉lletenl蓹rinin qutular谋, onlara deyil 19 00:01:15,500 --> 00:01:21,080 v蓹 s 眉z蓹rind蓹 蓹ks etdirir ki, bir milyon f蓹rdi s蓹n蓹dl蓹r. 20 00:01:21,080 --> 00:01:24,290 V蓹 h蓹m莽inin bir 莽ox var kitabxana var ki, m蓹lumat 21 00:01:24,290 --> 00:01:28,180 content ki, istifad蓹 haqq谋nda nec蓹 insanlar谋n maraq ola bil蓹r 22 00:01:28,180 --> 00:01:32,400 kim il蓹 i艧l蓹m蓹k ist蓹yirik bil蓹r. 23 00:01:32,400 --> 00:01:36,150 >> Bel蓹 ki, b眉t眉n informasiya kitabxana metadata var. 24 00:01:36,150 --> 00:01:39,500 Bel蓹 ki, metadata data bar蓹d蓹 m蓹lumatd谋r. 25 00:01:39,500 --> 00:01:42,070 Bel蓹likl蓹, biz haqq谋nda dan谋艧maq zaman ki, m蓹lumat 26 00:01:42,070 --> 00:01:44,890 kitabxana m枚vcuddur var bulud, 27 00:01:44,890 --> 00:01:47,760 m眉tl蓹q deyil Faktiki s蓹n蓹dl蓹r 28 00:01:47,760 --> 00:01:53,060 枚zl蓹ri m眉tl蓹q tam deyil kitab v蓹 ya tam images m蓹tn, 29 00:01:53,060 --> 00:01:54,890 ki, baxmayaraq ki, h蓹qiq蓹t蓹n halda ola bil蓹r. 30 00:01:54,890 --> 00:01:57,550 Amma h蓹qiq蓹t蓹n var m蓹lumat haqq谋nda m蓹lumat. 31 00:01:57,550 --> 00:02:00,909 >> Bel蓹 ki, kataloqla艧d谋rma hesab ed蓹 bil蓹r m蓹lumat z蓹ng n枚mr蓹l蓹ri, subyektl蓹ri, 32 00:02:00,909 --> 00:02:02,700 ne莽蓹 sur蓹tl蓹ri kitab var, n蓹 33 00:02:02,700 --> 00:02:06,380 n蓹艧rl蓹ri var, n蓹 var s formatlar谋, m眉蓹llifl蓹rin, v蓹. 34 00:02:06,380 --> 00:02:12,250 Bel蓹 ki, bir 莽ox informasiya haqq谋nda var toplanmas谋 m蓹lumat ki, 35 00:02:12,250 --> 00:02:14,400 枚zl眉y眉nd蓹 c眉r mahiyy蓹t faydal谋d谋r. 36 00:02:14,400 --> 00:02:19,230 V蓹 蓹g蓹r olsa d蓹rin t蓹dqiqat bunu, 37 00:02:19,230 --> 00:02:25,160 Siz a莽谋q-ayd谋n faktiki almaq ist蓹yir蓹m 枚z眉n眉 content v蓹 m蓹lumat baxmaq, 38 00:02:25,160 --> 00:02:30,140 metadata bax谋m谋ndan faydal谋d谋r h蓹m d蓹 b眉t眉n korpus t蓹hlil 39 00:02:30,140 --> 00:02:33,870 kimi toplanmas谋 h蓹r 艧eyi var. 40 00:02:33,870 --> 00:02:35,520 Nec蓹 aid edirsiniz? 41 00:02:35,520 --> 00:02:39,482 Bu, h蓹qiq蓹t蓹n, dig蓹r m蓹hsullar谋 tapmaq k枚m蓹k edir olan bu h蓹qiq蓹t蓹n 蓹sas m蓹qs蓹di. 42 00:02:39,482 --> 00:02:41,190 n枚qt蓹si metadata v蓹 kataloq 43 00:02:41,190 --> 00:02:43,230 b眉t眉n tapmaq k枚m蓹k etm蓹kdir ki, m蓹lumat 44 00:02:43,230 --> 00:02:46,590 kolleksiyalar 蓹rzind蓹 m枚vcuddur. 45 00:02:46,590 --> 00:02:53,690 >> Bel蓹 ki, bu metadata n眉mun蓹sidir Harvard Kitabxana kitab. 46 00:02:53,690 --> 00:02:56,370 Bel蓹 ki, var. 47 00:02:56,370 --> 00:02:59,850 V蓹 bu ed蓹 bil蓹rsiniz h蓹qiq蓹t蓹n orta kompleks. 48 00:02:59,850 --> 00:03:04,610 V蓹 metadata d蓹y蓹rinin hiss蓹si Harvard Library sistemind蓹 49 00:03:04,610 --> 00:03:09,320 bu c眉r oldu ki, bir kataloqlar谋n in艧a 50 00:03:09,320 --> 00:03:12,720 v蓹 t蓹tbiqi insanlar t蓹r蓹find蓹n y谋臒谋lm谋艧 t蓹cr眉b蓹 v蓹 bacar谋q bir 莽ox 51 00:03:12,720 --> 00:03:20,030 v蓹 zaman ke莽dikc蓹 bu fikir olan d蓹y蓹r bir 莽ox var. 52 00:03:20,030 --> 00:03:25,450 >> Bel蓹 ki, bu rekord n蓹z蓹r 蓹g蓹r Q谋sald谋lm谋艧 Alice, siz tapa bil蓹rsiniz 53 00:03:25,450 --> 00:03:32,590 Siz ad谋, kim yazd谋 var m眉蓹llif, v蓹 b眉t眉n m眉xt蓹lif f蓹nl蓹r 54 00:03:32,590 --> 00:03:35,380 olan insanlar daxil Katalogda var. 55 00:03:35,380 --> 00:03:40,110 V蓹 g枚rm蓹k, h蓹m莽inin var bil蓹r yax艧谋 informasiya bir 莽ox 蓹lav蓹 56 00:03:40,110 --> 00:03:42,852 Burada b蓹zi t蓹krarlanmas谋 var. 57 00:03:42,852 --> 00:03:45,560 Ki, m眉r蓹kk蓹b bir 莽ox var metadata vasit蓹sil蓹 蓹ks 58 00:03:45,560 --> 00:03:46,300 Siz var. 59 00:03:46,300 --> 00:03:50,320 >> Bel蓹 ki, bu kitab谋n bir ad谋 Wonderland Alice in s蓹rg眉z蓹艧tl蓹ri. 60 00:03:50,320 --> 00:03:53,880 Bel蓹 ki, bu 艧蓹rhli deyil ki, kitab versiyas谋. 61 00:03:53,880 --> 00:03:56,380 Lakin bu da Q谋sald谋lm谋艧 deyirl蓹r Alice, Alice in s蓹rg眉z蓹艧tl蓹ri 62 00:03:56,380 --> 00:03:58,570 Wonderland 莽眉nki Bu bir 艧ey var ki, 63 00:03:58,570 --> 00:04:00,430 Martin Gardner yazd谋 v蓹 kitab not. 64 00:04:00,430 --> 00:04:03,369 V蓹 b枚y眉k bir 莽ox informasiya var m蓹ntiq bulmacalar v蓹 艧eyl蓹r haqq谋nda 65 00:04:03,369 --> 00:04:05,410 Alice 蓹rzind蓹 ki, y蓹qin ki, bilmirdim. 66 00:04:05,410 --> 00:04:07,000 Bel蓹 ki, oxumaq getm蓹k laz谋md谋r. 67 00:04:07,000 --> 00:04:11,940 >> Amma var ed蓹 bil蓹rsiniz burada 蓹trafl谋 bir 莽ox, 68 00:04:11,940 --> 00:04:15,340 , zaman tan谋mlay谋c谋lar谋, o c眉ml蓹d蓹n yarad谋lm谋艧, bu, haradan g蓹ldiyi 69 00:04:15,340 --> 00:04:17,420 Harvard bax谋m谋ndan sistemi v蓹 s. 70 00:04:17,420 --> 00:04:20,350 Bel蓹 ki, bu bir n眉mun蓹sidir metadata n枚v眉 71 00:04:20,350 --> 00:04:24,340 Bir kitab 眉莽眉n g枚rm蓹k bil蓹r ki, Harvard Library toplusu. 72 00:04:24,340 --> 00:04:26,680 >> Bu tamamil蓹 f蓹rqli bir 艧eydir. 73 00:04:26,680 --> 00:04:32,610 Adlanan bir sistem var VIA Harvard, 蓹sas蓹n hans谋 74 00:04:32,610 --> 00:04:39,990 艧蓹kill蓹r v蓹 inc蓹s蓹n蓹t obyektl蓹ri kataloqla艧d谋r谋lmas谋 edir v蓹 Harvard 蓹rzind蓹 vizual 艧eyl蓹r, 75 00:04:39,990 --> 00:04:44,010 v蓹 b蓹zi metadata 蓹lav蓹 Onlara, t蓹snif, 76 00:04:44,010 --> 00:04:49,200 v蓹, b蓹zi hallarda t蓹min ki莽ik ki莽ik images 77 00:04:49,200 --> 00:04:51,250 Bir ed蓹 bil蓹r ki, Siz arzu 蓹g蓹r bax谋n. 78 00:04:51,250 --> 00:04:54,240 >> Bel蓹 ki, bu bir n眉mun蓹sidir Bir bo艧qab 眉莽眉n metadata 79 00:04:54,240 --> 00:04:57,840 g眉man ki, Wonderland Alice. 80 00:04:57,840 --> 00:05:00,499 V蓹 var ed蓹 bil蓹rsiniz Burada daha az metadata. 81 00:05:00,499 --> 00:05:02,040 Bu obyektin yaln谋z bir m眉xt蓹lif n枚v var. 82 00:05:02,040 --> 00:05:03,425 V蓹 bel蓹 ki, az m蓹lumat var. 83 00:05:03,425 --> 00:05:07,790 >> Siz 蓹sas蓹n fakt var, z蓹ng ki, say谋, mahiyy蓹tc蓹, bu yaradan - 84 00:05:07,790 --> 00:05:10,410 >> Bu yarad谋lm谋艧d谋r zaman Biz bilmirik. 85 00:05:10,410 --> 00:05:13,320 >> bir m枚vzu Ve. 86 00:05:13,320 --> 00:05:14,300 >> Ba艧qa bir misal. 87 00:05:14,300 --> 00:05:16,380 Bu tap谋nt谋 yard谋m edir. 88 00:05:16,380 --> 00:05:19,030 Bel蓹 ki, Lewis toplusu var Harvard Carroll nin s蓹n蓹dl蓹ri. 89 00:05:19,030 --> 00:05:23,601 Bel蓹 ki, bu n蓹 t蓹svir toplanmas谋 edir. 90 00:05:23,601 --> 00:05:26,100 Bel蓹 ki, kims蓹 ke莽mi艧dir v蓹 b眉t眉n qutular谋 n蓹z蓹rd蓹n 91 00:05:26,100 --> 00:05:32,220 v蓹 b蓹zi fon verilmi艧, bu Katalogda Burada n蓹 bir x眉las蓹 yaz谋l谋. 92 00:05:32,220 --> 00:05:35,290 V蓹 蓹g蓹r baxmaq daha da, bu 93 00:05:35,290 --> 00:05:39,620 pages v蓹 pages 眉莽眉n gedir v蓹 pages, lakin siz蓹 x蓹b蓹r ver蓹c蓹kdir 94 00:05:39,620 --> 00:05:41,860 n蓹 m蓹ktublar谋 v蓹 n蓹 hans谋 qutular谋 tarixl蓹ri 95 00:05:41,860 --> 00:05:44,289 toplanmas谋 蓹rzind蓹 m枚vcud. 96 00:05:44,289 --> 00:05:46,330 Amma bu bir 艧eydir ki, Harvard ist蓹yirsinizs蓹, 97 00:05:46,330 --> 00:05:50,720 Siz getm蓹k v蓹 h蓹qiq蓹t蓹n fiziki baxa bil蓹rsiniz v蓹, g眉man, n蓹z蓹r. 98 00:05:50,720 --> 00:05:53,440 >> Bel蓹 ki, bu b眉t眉n b枚y眉k deyil. 99 00:05:53,440 --> 00:05:54,450 Bu metadata faydal谋. 100 00:05:54,450 --> 00:05:56,327 Bu Harvard Library sistemi var. 101 00:05:56,327 --> 00:05:58,910 Tools online harada var getm蓹k v蓹 ona n蓹z蓹r ed蓹 bil蓹rsiniz, 102 00:05:58,910 --> 00:05:59,993 v蓹 onu g枚rm蓹k, v蓹 axtar谋艧. 103 00:05:59,993 --> 00:06:02,810 V蓹 bu v蓹 zar dilim bil蓹r Bu m眉xt蓹lif yollarla 莽ox. 104 00:06:02,810 --> 00:06:06,920 >> Amma 蓹g蓹r, h蓹qiq蓹t蓹n, yaln谋z var a艧a臒谋 oturan bir insan var 105 00:06:06,920 --> 00:06:12,600 web browser v蓹 ya bir 艧ey v蓹 ya telefon v蓹 onun vasit蓹sil蓹 naviqasiya. 106 00:06:12,600 --> 00:06:16,730 Bu, h蓹qiq蓹t蓹n m枚vcud deyil laz谋ml谋 moda h蓹r c眉r 107 00:06:16,730 --> 00:06:19,520 dig蓹r sisteml蓹r v蓹 ya dig蓹r komp眉ter istifad蓹 etm蓹k 108 00:06:19,520 --> 00:06:21,500 deyil 蓹rzind蓹 sisteml蓹ri il蓹 Harvard Kitabxanas谋, 109 00:06:21,500 --> 00:06:24,890 lakin xarici d眉nyaya sisteml蓹ri, 眉mumi yaln谋z dig蓹r insanlar. 110 00:06:24,890 --> 00:06:30,210 Sual Bel蓹 ki, nec蓹 biz Komp眉ter 眉莽眉n m枚vcud etm蓹k 111 00:06:30,210 --> 00:06:33,560 biz daha maraql谋 ed蓹 bil蓹rsiniz ki, Yaln谋z bu m蓹hsullar谋 112 00:06:33,560 --> 00:06:36,550 g蓹z蓹n 枚z眉m眉z? 113 00:06:36,550 --> 00:06:39,766 >> Bel蓹likl蓹, n蓹 siz bunu ist蓹yirsiniz? 114 00:06:39,766 --> 00:06:41,140 Imkanlar谋 var. 115 00:06:41,140 --> 00:06:43,980 Biri tamamil蓹 qurmaq bil蓹r g蓹z蓹n m眉xt蓹lif yolu 116 00:06:43,980 --> 00:06:46,962 m枚vcud content Harvard Kitabxanalar vasit蓹sil蓹. 117 00:06:46,962 --> 00:06:48,670 M蓹n siz蓹 bir g枚st蓹rm蓹k laz谋md谋r sonra Stacklife adl谋 118 00:06:48,670 --> 00:06:52,440 tam f蓹rqli olan m蓹zmun 眉莽眉n axtar谋r almaq. 119 00:06:52,440 --> 00:06:54,560 >> Siz t枚vsiy蓹 m眉h蓹rrik qurmaq bil蓹r. 120 00:06:54,560 --> 00:06:57,955 Bel蓹 ki, Harvard Library deyil dey蓹r蓹k i艧, bu kitab kimi. 121 00:06:57,955 --> 00:07:01,080 Sonra bu 17 dig蓹r n蓹z蓹r getm蓹k Siz maraql谋 ola bil蓹r kitablar 122 00:07:01,080 --> 00:07:03,200 v蓹 ya bu 18 dig蓹r images. 123 00:07:03,200 --> 00:07:06,040 Amma 蓹lb蓹tt蓹 ki, ola bil蓹r bir d蓹y蓹rli x眉susiyy蓹t ola bil蓹r. 124 00:07:06,040 --> 00:07:09,272 Metadata verilmi艧, bu ola bil蓹r birlikd蓹 qoymaq m眉mk眉n ola bil蓹r. 125 00:07:09,272 --> 00:07:11,980 Siz m眉xt蓹lif ehtiyaclar谋 ola bil蓹r m蓹zmun axtar谋艧 艧蓹rtl蓹ri, 126 00:07:11,980 --> 00:07:16,200 kimi b蓹lk蓹 al蓹tl蓹ri baxmayaraq ki, kitabxana edir ki, m枚vcuddur 127 00:07:16,200 --> 00:07:18,450 m枚vcud ist蓹diyiniz bil蓹r f蓹rqli bir 艧蓹kild蓹 axtar谋艧 128 00:07:18,450 --> 00:07:21,847 v蓹 ya m眉蓹yy蓹n bir istifad蓹 halda 眉莽眉n optimize, olan b蓹lk蓹 莽ox x眉susi var. 129 00:07:21,847 --> 00:07:23,930 B蓹lk蓹 yaln谋z bir ne莽蓹 var d眉nyada insanlar 130 00:07:23,930 --> 00:07:25,846 content axtarmaq ist蓹yirsinizs蓹 Bu 艧蓹kild蓹, lakin 131 00:07:25,846 --> 00:07:28,985 yax艧谋 olard谋 biz 蓹g蓹r Onlara bunu imkan bil蓹r. 132 00:07:28,985 --> 00:07:30,860 Analitik bir 莽ox var nec蓹 insanlar 133 00:07:30,860 --> 00:07:33,860 H蓹qiq蓹t蓹n olacaq t蓹rkibd蓹n istifad蓹 tapmaq haqq谋nda bilm蓹k maraql谋 134 00:07:33,860 --> 00:07:37,280 n蓹 kitab istifad蓹 olunur, n蓹 deyil, v蓹 s. 135 00:07:37,280 --> 00:07:41,670 V蓹 sonra bir 莽ox var inteqrasiya imkan谋 136 00:07:41,670 --> 00:07:45,210 dig蓹r informasiya il蓹 ki, web orada var. 137 00:07:45,210 --> 00:07:46,880 Bel蓹 ki, biz yax艧谋d谋r 138 00:07:46,880 --> 00:07:50,260 >> M蓹s蓹l蓹n, NPR var Bir kitab bax谋艧 seqment, 139 00:07:50,260 --> 00:07:53,090 Onlar m眉sahib蓹 harada kitablar haqq谋nda m眉蓹llifl蓹ri. 140 00:07:53,090 --> 00:07:56,837 Idi 蓹g蓹r, bel蓹 ki, b枚y眉k olard谋 Harvard bir kitab axtar谋r 141 00:07:56,837 --> 00:07:59,670 Kitabxana v蓹 OK var, deyirl蓹r m眉蓹llifi il蓹 m眉sahib蓹 olmu艧dur. 142 00:07:59,670 --> 00:08:00,878 Ki n蓹z蓹r ged蓹k. 143 00:08:00,878 --> 00:08:05,461 V蓹 ya bir Wikipedia s蓹hif蓹 bir kimi, var n眉fuzlu, elmi istinad 144 00:08:05,461 --> 00:08:07,710 Bu kitab haqq谋nda ki, n蓹z蓹r ed蓹 bil蓹rsiniz. 145 00:08:07,710 --> 00:08:12,600 >> M蓹nb蓹l蓹ri bu c眉r var web boyunca s蓹p蓹l蓹nmi艧. 146 00:08:12,600 --> 00:08:16,555 V蓹 bir araya g蓹tir蓹r蓹k b枚y眉k istifad蓹 ola bil蓹r 147 00:08:16,555 --> 00:08:18,930 kims蓹 baxaraq content, bir 艧ey axtar谋r. 148 00:08:18,930 --> 00:08:20,180 Lakin bu da deyil 艧ey c眉r had 149 00:08:20,180 --> 00:08:23,205 Kitabxana m蓹sul olmaq ist蓹yir蓹m en蓹n v蓹 a艧a臒谋 ov 眉莽眉n 150 00:08:23,205 --> 00:08:25,455 B眉t眉n bu m眉xt蓹lif m蓹nb蓹l蓹rd蓹n v蓹 onlara birlikd蓹 sayede 151 00:08:25,455 --> 00:08:28,920 Onlar davaml谋 d蓹yi艧蓹n etdiyiniz 莽眉nki. 152 00:08:28,920 --> 00:08:33,570 V蓹 n蓹 d眉艧眉nd眉kl蓹rini 蓹h蓹miyy蓹tli may edir n蓹 d眉艧眉nm蓹k vacibdir ola bilm蓹z. 153 00:08:33,570 --> 00:08:36,929 >> V蓹 daha 莽ox, bel蓹 ki, 蓹sas蓹n var ki, biz h蓹l蓹 fikir yoxdur m蓹hsullar谋 莽ox. 154 00:08:36,929 --> 00:08:42,222 Bel蓹likl蓹, biz bu q蓹d蓹r a莽a bil蓹r, daha yar谋m 莽ox v蓹 ya ba艧qa insanlar, 155 00:08:42,222 --> 00:08:45,174 olan bir bu bax谋r谋q fikir hesab ed蓹 bil蓹r m眉nt蓹z蓹m 156 00:08:45,174 --> 00:08:47,340 v蓹 m蓹lumat masaj, v蓹 onlar ist蓹diyiniz n蓹. 157 00:08:47,340 --> 00:08:49,920 158 00:08:49,920 --> 00:08:54,045 >> Bel蓹likl蓹, biz bu etm蓹k ist蓹yir蓹m d眉nya 眉莽眉n m蓹lumat. 159 00:08:54,045 --> 00:08:55,670 Yax艧谋, bir ne莽蓹 a臒谋rla艧malar谋 var. 160 00:08:55,670 --> 00:08:58,540 Biri bu metadata ki, m眉xt蓹lif sisteml蓹ri var. 161 00:08:58,540 --> 00:09:01,110 Bu, m眉xt蓹lif formatlarda var. 162 00:09:01,110 --> 00:09:04,719 Bel蓹 ki, b蓹zi normalla艧ma var n蓹 etm蓹k laz谋md谋r ki, 163 00:09:04,719 --> 00:09:08,010 olan normalla艧ma prosesi olan m眉xt蓹lif formatlarda 艧eyi g蓹tirilm蓹si 164 00:09:08,010 --> 00:09:12,940 v蓹 bir format onlar谋 X蓹rit蓹莽蓹km蓹 bel蓹 ki, sah蓹l蓹ri uy臒un olacaq. 165 00:09:12,940 --> 00:09:15,160 >> B蓹zi m眉蓹llif h眉quqlar谋 m蓹hdudiyy蓹tl蓹r var. 166 00:09:15,160 --> 00:09:21,010 I艧in kifay蓹t q蓹d蓹r, kataloq giri艧 haqq谋nda bir kitab m眉蓹llif h眉quqlar谋 眉莽眉n m蓹suliyy蓹t da艧谋y谋r. 167 00:09:21,010 --> 00:09:24,060 Bel蓹 ki, h蓹tta yaln谋z baxmayaraq kitab 蓹ld蓹 m蓹lumat 168 00:09:24,060 --> 00:09:25,330 Bu copyrightable var. 169 00:09:25,330 --> 00:09:28,400 V蓹 h蓹qiq蓹t蓹n kim as谋l谋 olaraq ki, metadata yarad谋lm谋艧, 170 00:09:28,400 --> 00:09:32,175 m蓹hdudiyy蓹tl蓹r ola bil蓹r yaymaq bil蓹r, ox艧ar to-- 171 00:09:32,175 --> 00:09:33,402 >> Bilmir蓹m. 172 00:09:33,402 --> 00:09:36,110 Bu v蓹 ya ox艧ar ola bil蓹r song lyrics v蓹ziyy蓹ti, 173 00:09:36,110 --> 00:09:36,610 m蓹s蓹l蓹n. 174 00:09:36,610 --> 00:09:38,560 Bel蓹likl蓹, biz b眉t眉n ki, tavalarda nec蓹. 175 00:09:38,560 --> 00:09:40,450 Bel蓹 ki, bu m蓹s蓹l蓹 蓹traf谋nda almaq laz谋md谋r. 176 00:09:40,450 --> 00:09:44,910 >> V蓹 sonra ba艧qa bir par莽a ki, m蓹lumatlar谋n bir 莽ox var. 177 00:09:44,910 --> 00:09:52,420 M蓹n i艧l蓹m蓹k ist蓹y蓹n kims蓹 am Bel蓹 ki m蓹lumat v蓹 ya bir s蓹rin fikir var, 178 00:09:52,420 --> 00:09:55,350 14 milyon il蓹 m蓹艧臒ul m蓹nim laptop qeydl蓹r 179 00:09:55,350 --> 00:09:57,487 problemli ola bil蓹r v蓹 莽蓹tin idar蓹 etm蓹k. 180 00:09:57,487 --> 00:09:59,320 Bel蓹likl蓹, biz azaltmaq ist蓹yir蓹m insanlar 眉莽眉n mane蓹l蓹r 181 00:09:59,320 --> 00:10:02,130 data il蓹 i艧l蓹m蓹k imkan谋na malik olmaq 眉莽眉n. 182 00:10:02,130 --> 00:10:07,880 >> Bel蓹 ki, yana艧ma in艧allah 眉nvanlar谋 B眉t眉n bu narahatl谋qlar iki hiss蓹d蓹n t蓹艧kil edir. 183 00:10:07,880 --> 00:10:11,770 Birini tutur platforma in艧a edir B眉t眉n bu disparate m蓹nb蓹l蓹rd蓹n m蓹lumat 184 00:10:11,770 --> 00:10:14,350 v蓹 normalla艧d谋r谋r, bu 莽蓹tinl蓹艧dirir bu z蓹nginl蓹艧dirir v蓹 markalar 185 00:10:14,350 --> 00:10:16,650 Bu bir yerd蓹 m枚vcuddur. 186 00:10:16,650 --> 00:10:20,950 V蓹 vasit蓹sil蓹 t蓹min edir insanlar z蓹ng ed蓹 bil蓹rsiniz ictimai API. 187 00:10:20,950 --> 00:10:24,430 >> Bel蓹 ki, bir API bir proqram Proqram 陌nterfeysi. 188 00:10:24,430 --> 00:10:28,930 V蓹 蓹sas蓹n aiddir son n枚qt蓹 bir sistem v蓹 ya texnologiya 189 00:10:28,930 --> 00:10:31,720 z蓹ng v蓹 m蓹lumat geri ala bil蓹rsiniz bir 艧蓹kild蓹 strukturla艧d谋r谋lm谋艧 format 190 00:10:31,720 --> 00:10:32,900 istifad蓹 edil蓹 bil蓹r. 191 00:10:32,900 --> 00:10:36,060 Bel蓹 ki, as谋l谋 deyil bir web davam 192 00:10:36,060 --> 00:10:37,970 v蓹 off m蓹lumatlar谋n qa艧谋nma bu, m蓹s蓹l蓹n. 193 00:10:37,970 --> 00:10:40,690 194 00:10:40,690 --> 00:10:45,010 >> Bel蓹 ki, bu ana s蓹hif蓹 Kitabxana Cloud Item API, 195 00:10:45,010 --> 00:10:47,220 olan mahiyy蓹tc蓹 onun versiyas谋 iki deyil. 196 00:10:47,220 --> 00:10:50,130 Bel蓹 ki, ikinci iteration var Bu data b眉t眉n etm蓹k 眉莽眉n 莽al谋艧谋r谋q 197 00:10:50,130 --> 00:10:53,280 d眉nya m枚vcuddur. 198 00:10:53,280 --> 00:10:59,560 Bel蓹 ki, bu http://api.lib.harvard.edu/v2/items. 199 00:10:59,560 --> 00:11:03,830 V蓹 yaln谋z bu q谋rmaq bir az, n蓹 dem蓹kdir 200 00:11:03,830 --> 00:11:06,115 Bu API versiyas谋 iki olmas谋d谋r. 201 00:11:06,115 --> 00:11:08,490 Bir versiyas谋 bir var ki, M蓹n dan谋艧maq fikrind蓹 deyil蓹m. 202 00:11:08,490 --> 00:11:09,750 Amma bir versiyas谋 bir var. 203 00:11:09,750 --> 00:11:14,740 >> V蓹 bu z蓹ng edirsinizs蓹 API, siz madd蓹l蓹r 蓹ld蓹 edirl蓹r. 204 00:11:14,740 --> 00:11:20,640 V蓹 fikir hiss蓹si API bir API m眉qavil蓹 edir. 205 00:11:20,640 --> 00:11:23,440 Bu bir 艧ey var d蓹yi艧m蓹k niyy蓹tind蓹 deyil. 206 00:11:23,440 --> 00:11:24,850 Bel蓹 ki, m蓹s蓹l蓹n, - 207 00:11:24,850 --> 00:11:27,410 >> V蓹 s蓹b蓹bi ki, 蓹g蓹r m蓹n sisteminin bir n枚v yaratmaq ki, 208 00:11:27,410 --> 00:11:33,210 kitabxana bulud API istifad蓹 edir kitab ke莽irm蓹k v蓹 ya insanlar tapmaq 眉莽眉n 209 00:11:33,210 --> 00:11:36,190 unikal yollarla m蓹lumat Biz ba艧 ist蓹yir蓹m n蓹 210 00:11:36,190 --> 00:11:38,940 nec蓹 d蓹yi艧蓹 biz蓹 getm蓹k 眉莽眉n ki API i艧l蓹yir v蓹 bird蓹n-bir蓹 211 00:11:38,940 --> 00:11:41,340 H蓹r 艧ey son istifad蓹莽i t蓹r蓹find蓹 pozur. 212 00:11:41,340 --> 00:11:46,710 Siz API edirik, 蓹g蓹r Bel蓹 ki, bir hiss蓹si d眉nya 眉莽眉n, bu 213 00:11:46,710 --> 00:11:49,396 yax艧谋 t蓹cr眉b蓹 qoymaq bu burax谋l谋艧 n枚mr蓹si insanlar bel蓹 214 00:11:49,396 --> 00:11:51,020 Onlar il蓹 m蓹艧臒ul oldu臒unuz versiyas谋 bilirik. 215 00:11:51,020 --> 00:11:54,300 >> Q蓹rar Bel蓹 ki, biz daha yax艧谋 bir yol tapmaq Bu informasiya m枚vcud edilm蓹si, 216 00:11:54,300 --> 00:11:57,295 biz d蓹yi艧蓹 bil蓹r versiyas谋 眉莽 莽a臒谋r谋r谋q. 217 00:11:57,295 --> 00:11:59,920 Istifad蓹 h蓹l蓹 bel蓹 h蓹r k蓹s versiyas谋 iki, h蓹l蓹 d蓹 i艧l蓹m蓹k laz谋md谋r. 218 00:11:59,920 --> 00:12:03,490 Amma versiyas谋 眉莽 olard谋 b眉t眉n yeni stuff var. 219 00:12:03,490 --> 00:12:06,680 220 00:12:06,680 --> 00:12:09,210 >> Bel蓹 ki, bu bir API, lakin h蓹qiq蓹t蓹n bir URL kimi g枚r眉n眉r. 221 00:12:09,210 --> 00:12:11,680 V蓹 n蓹 bu bir bir misal var n蓹 222 00:12:11,680 --> 00:12:16,615 m枚vcud olan istirah蓹t API adl谋 yaln谋z m眉nt蓹z蓹m web ba臒lant谋s谋. 223 00:12:16,615 --> 00:12:19,680 V蓹 h蓹qiq蓹t蓹n bil蓹r bir brauzer ona gedin. 224 00:12:19,680 --> 00:12:28,550 >> Bel蓹 ki, burada yaln谋z Firefox a莽m谋艧t谋n谋z v蓹 api.lib.harvard.edu/v2/items getdi. 225 00:12:28,550 --> 00:12:31,560 V蓹 n蓹 m蓹n burada almaq 蓹sas蓹n ilk s蓹hif蓹 226 00:12:31,560 --> 00:12:34,740 b眉t眉n, g蓹l蓹n n蓹tic蓹l蓹ri Biz var madd蓹l蓹r se莽in. 227 00:12:34,740 --> 00:12:37,460 V蓹 XML format谋nda burada. 228 00:12:37,460 --> 00:12:40,130 229 00:12:40,130 --> 00:12:42,210 V蓹 bu da oldu Firefox prettified. 230 00:12:42,210 --> 00:12:45,850 Bu, h蓹qiq蓹t蓹n, b眉t眉n bunlar yoxdur az geni艧l蓹ndirilm蓹si v蓹 m眉qavil蓹 231 00:12:45,850 --> 00:12:47,880 Burada doohickeys. 232 00:12:47,880 --> 00:12:52,520 Bu g枚z蓹l sort version yol baxmaq. 233 00:12:52,520 --> 00:12:57,040 >> Amma bu, biz蓹 n蓹 izah edir M蓹n b眉t眉n madd蓹l蓹r t蓹l蓹b etdik. 234 00:12:57,040 --> 00:13:03,120 Bel蓹 ki, 13.289.475 madd蓹l蓹r var. 235 00:13:03,120 --> 00:13:06,150 M蓹n ilk bax谋ram M枚vqe s谋f谋r ba艧layan 10 236 00:13:06,150 --> 00:13:09,760 komp眉ter, 莽眉nki biz h蓹mi艧蓹 s谋f谋r da ba艧lan谋r. 237 00:13:09,760 --> 00:13:15,150 M蓹n burada n蓹, yaln谋z da臒谋lmas谋 蓹g蓹r Bu, m蓹n 10 madd蓹l蓹r var g枚r蓹c蓹ksiniz. 238 00:13:15,150 --> 00:13:20,410 239 00:13:20,410 --> 00:13:25,210 >> M蓹n bir madd蓹 n蓹z蓹r 蓹g蓹r, M蓹n M蓹n bu bar蓹d蓹 m蓹lumat var ki, g枚r蓹c蓹ksiniz. 240 00:13:25,210 --> 00:13:27,400 Bu Mods forma adlan谋r n蓹 var. 241 00:13:27,400 --> 00:13:30,860 V蓹 m蓹n ke莽m蓹k gedir蓹m burada geri bir an. 242 00:13:30,860 --> 00:13:33,750 OK. 243 00:13:33,750 --> 00:13:37,447 >> Bel蓹 ki, bir 艧ey 眉莽眉n axtar谋艧 imkan x眉susi ilk madd蓹 莽眉nki 244 00:13:37,447 --> 00:13:40,030 Siz baxmaq zaman g蓹lm蓹k olur B眉t眉n toplanmas谋 vasit蓹sil蓹 245 00:13:40,030 --> 00:13:41,750 t蓹sad眉fi, m眉蓹yy蓹n edir. 246 00:13:41,750 --> 00:13:44,550 Bel蓹 ki, b蓹zi donuts 眉莽眉n baxaq. 247 00:13:44,550 --> 00:13:46,830 Oh. 248 00:13:46,830 --> 00:13:49,190 >> OK. 249 00:13:49,190 --> 00:13:49,940 Bel蓹 ki, donuts. 250 00:13:49,940 --> 00:13:55,360 Bel蓹 ki, 80 items var tap谋ld谋 donuts istinad toplusu. 251 00:13:55,360 --> 00:13:57,150 Biz onlar谋n ilk 10 bax谋r谋q. 252 00:13:57,150 --> 00:14:01,890 陌ndi, yol burada g枚r蓹 bil蓹rsiniz ki, M蓹n donuts ar谋yorum ifad蓹 ed蓹r蓹k, 253 00:14:01,890 --> 00:14:04,400 M蓹n yaln谋z bir 艧ey 蓹lav蓹 URL sor臒u string. 254 00:14:04,400 --> 00:14:09,680 Bel蓹 ki, q olan, siz donuts b蓹rab蓹rdir bir az daha asan burada bax. 255 00:14:09,680 --> 00:14:12,131 >> Bu 蓹sas蓹n var dem蓹kdir API 眉莽眉n spec olan 256 00:14:12,131 --> 00:14:13,880 n蓹 b眉t眉n m眉蓹yy蓹n Bu parametrl蓹ri dem蓹kdir. 257 00:14:13,880 --> 00:14:17,150 V蓹 bu, olacaq dem蓹kdir donuts 眉莽眉n h蓹r 艧eyi axtar. 258 00:14:17,150 --> 00:14:24,910 >> Biz burada ilk madd蓹 Bel蓹 ki, Siz ad谋 Donuts bil蓹rsiniz 259 00:14:24,910 --> 00:14:29,310 v蓹 bir adl谋 bir alt var Amerika Passion, olan, h蓹rhalda, 260 00:14:29,310 --> 00:14:31,610 uy臒un. 261 00:14:31,610 --> 00:14:36,134 Different-- bir 莽ox var 262 00:14:36,134 --> 00:14:38,050 Siz n枚qt蓹sin蓹 almaq m蓹lumat almaq, 263 00:14:38,050 --> 00:14:41,020 m眉xt蓹lif var Siz onu 蓹ld蓹 ed蓹 bil蓹rsiniz format. 264 00:14:41,020 --> 00:14:44,050 V蓹 m眉xt蓹lif g眉cl眉 var v蓹 onlar谋n b眉t眉n z蓹if c蓹h蓹tl蓹ri. 265 00:14:44,050 --> 00:14:49,000 Bel蓹 ki, bu bir, siz g枚r蓹 bil蓹rsiniz burada bu forma 莽ox z蓹ngindir. 266 00:14:49,000 --> 00:14:51,946 V蓹 standart edir. 267 00:14:51,946 --> 00:14:55,040 >> Bel蓹 ki, m眉蓹yy蓹n bir ad谋 var sah蓹sind蓹 bir alt sah蓹. 268 00:14:55,040 --> 00:14:58,950 Alternativ var ad谋, Amerika Passion. 269 00:14:58,950 --> 00:15:01,650 Il蓹 ba臒l谋 ad谋 var. 270 00:15:01,650 --> 00:15:03,120 Resurs n枚v眉 m蓹tn. 271 00:15:03,120 --> 00:15:06,070 Bir 莽ox informasiya var Burada bu formatda. 272 00:15:06,070 --> 00:15:09,480 >> Amma bir d蓹st蓹 var m眉xt蓹lif format. 273 00:15:09,480 --> 00:15:11,920 Bel蓹 ki, biz yaln谋z n蓹 baxd谋qlar谋n谋 format 274 00:15:11,920 --> 00:15:17,700 t蓹r蓹fdard谋r adl谋 Mods, Metadata Obyekt T蓹svir Service, 275 00:15:17,700 --> 00:15:18,250 potensial. 276 00:15:18,250 --> 00:15:23,030 M蓹n, h蓹qiq蓹t蓹n, haqq谋nda olduqca 蓹min deyil蓹m S. Amma kifay蓹t q蓹d蓹r m眉r蓹kk蓹b format var. 277 00:15:23,030 --> 00:15:24,240 Bu default format var. 278 00:15:24,240 --> 00:15:30,260 >> Amma bu saxlay谋r biri b眉t眉n m蓹lumatlar谋n z蓹nginliyi 279 00:15:30,260 --> 00:15:33,820 kitabxana, 莽眉nki var ki, Bu 莽ox yax谋n n蓹 280 00:15:33,820 --> 00:15:35,110 kitabxana daxili istifad蓹 edir. 281 00:15:35,110 --> 00:15:39,030 Bu standart var 枚lk蓹 daxilind蓹 istifad蓹, 282 00:15:39,030 --> 00:15:40,944 akademik kitabxanalar d眉nyada. 283 00:15:40,944 --> 00:15:42,110 V蓹 bu 莽ox qar艧谋l谋ql谋 var. 284 00:15:42,110 --> 00:15:44,852 Bir s蓹n蓹d var, 蓹g蓹r Bel蓹 ki, ki, Mods format谋nda 285 00:15:44,852 --> 00:15:47,560 Ba艧qa kims蓹 ki, ver蓹 bil蓹r onun sisteml蓹ri, Mods anlamaq 286 00:15:47,560 --> 00:15:48,518 v蓹 onlar idxal ed蓹 bil蓹r. 287 00:15:48,518 --> 00:15:50,840 Bel蓹 ki, bir standart var. 288 00:15:50,840 --> 00:15:54,250 Bu, 莽ox yax艧谋 莽ox x眉susi, m眉蓹yy蓹n edir. 289 00:15:54,250 --> 00:15:58,980 V蓹 bu edir n蓹 qar艧谋l谋ql谋, kims蓹 deyir, 莽眉nki 290 00:15:58,980 --> 00:16:04,930 bu bir alternativ ad谋 rekord, h蓹r k蓹s o dem蓹kdir ki, bilir. 291 00:16:04,930 --> 00:16:07,740 Qapa臒谋n谋 t蓹r蓹fd蓹n, bu, 莽ox m眉r蓹kk蓹b deyil. 292 00:16:07,740 --> 00:16:13,160 >> Bel蓹 ki, bir n蓹z蓹r 蓹g蓹r Burada bu rekord, 293 00:16:13,160 --> 00:16:15,320 M蓹n yaln谋z almaq ist蓹yirsinizs蓹 Bu s蓹n蓹din ad谋, 294 00:16:15,320 --> 00:16:21,150 y蓹qin ki, Donuts bu kitab谋n, Amerika Passion, onu t蓹hlil 295 00:16:21,150 --> 00:16:22,940 bir az i艧tirak edir. 296 00:16:22,940 --> 00:16:27,380 Ba艧qa var Halbuki Dublin Core adl谋 format, 297 00:16:27,380 --> 00:16:29,730 olan bir 莽ox, 莽ox sad蓹 format edir. 298 00:16:29,730 --> 00:16:33,764 >> V蓹 bel蓹 ki, he莽 bir var, bax burada ad谋, altyaz谋, alternativ ad谋. 299 00:16:33,764 --> 00:16:35,930 Yaln谋z ad谋 var, Donuts, Amerika Passion, 300 00:16:35,930 --> 00:16:38,780 v蓹 ba艧qa ad谋, Amerika Passion. 301 00:16:38,780 --> 00:16:42,907 Siz hans谋 formada arad谋臒谋n谋z Bel蓹 ki Siz h蓹yata m蓹lumat almaq ist蓹yir蓹m 302 00:16:42,907 --> 00:16:44,740 bir 莽ox nec蓹 as谋l谋d谋r Siz onu istifad蓹 etm蓹k olacaq. 303 00:16:44,740 --> 00:16:46,573 Siz istifad蓹 edirsiniz 蓹laq蓹ni v蓹 ya n蓹 304 00:16:46,573 --> 00:16:49,970 ki, sad蓹 bir 艧ey ist蓹yir蓹m il蓹 i艧l蓹m蓹k 眉莽眉n daha asan ola bil蓹r? 305 00:16:49,970 --> 00:16:56,002 >> Qapa臒谋n谋 t蓹r蓹fd蓹n, bir 莽ox 蓹trafl谋 sort a艧a臒谋 squished almaq. 306 00:16:56,002 --> 00:16:58,460 Siz n眉anslar itir蓹 bil蓹r n蓹 m眉蓹yy蓹n bir sah蓹 vasit蓹l蓹ri 307 00:16:58,460 --> 00:17:02,960 Siz Dublin Core il蓹 m蓹艧臒ul edirsinizs蓹, siz Mods il蓹 almaq deyil. 308 00:17:02,960 --> 00:17:06,462 Bel蓹 ki, h蓹min format iki Siz API h蓹yata 蓹ld蓹 ed蓹 bil蓹rsiniz. 309 00:17:06,462 --> 00:17:08,920 V蓹 蓹sas蓹n, biz saxlayan Bu Mods p蓹rd蓹 arxas谋nda. 310 00:17:08,920 --> 00:17:14,179 Amma biz Mods siz蓹 ver蓹 bil蓹r v蓹 Dublin Core v蓹 h蓹m莽inin ba艧qa bir 艧ey. 311 00:17:14,179 --> 00:17:16,470 Dig蓹r n蓹z蓹r蓹 zaman Siz data arad谋臒谋n谋z 312 00:17:16,470 --> 00:17:21,210 ya JSON kimi 蓹ld蓹 ed蓹 bil蓹rsiniz olan , JavaScript Obyekt Notation dayan谋r 313 00:17:21,210 --> 00:17:24,720 dayan谋r v蓹 ya XML, Geni艧letilebilir Markup Language. 314 00:17:24,720 --> 00:17:30,080 Bu data n眉may蓹nd蓹likl蓹ri, h蓹m d蓹 d蓹qiq, eyni m蓹lumat var 315 00:17:30,080 --> 00:17:31,080 Eyni sah蓹l蓹ri. 316 00:17:31,080 --> 00:17:33,644 Lakin onlar yaln谋z edirik syntactically f蓹rqli. 317 00:17:33,644 --> 00:17:40,401 >> Bel蓹 ki, bu 脺 EA deyil 318 00:17:40,401 --> 00:17:41,400 Yax艧谋, yaln谋z ke莽id imkan verir. 319 00:17:41,400 --> 00:17:47,490 Bel蓹 ki, bu, bizim sor臒u 眉莽眉n XML format谋nda donuts. 320 00:17:47,490 --> 00:17:53,470 M蓹n yaln谋z bu JSON olmaq ke莽id varsa, Hesab edir蓹m ki, m眉xt蓹lif g枚r眉n眉r g枚r蓹 bil蓹rsiniz. 321 00:17:53,470 --> 00:17:58,580 Bel蓹 ki, indi bu m蓹zmunu, lakin m眉xt蓹lif qurulu艧. 322 00:17:58,580 --> 00:18:00,080 Az bucaq m枚t蓹riz蓹d蓹 var. 323 00:18:00,080 --> 00:18:02,530 Az verbose var. 324 00:18:02,530 --> 00:18:06,440 >> V蓹 bu format ki, 蓹g蓹r web m眉hitind蓹 i艧l蓹yir, 325 00:18:06,440 --> 00:18:09,680 莽ox g眉man ki, davam edir bir 莽眉nki istifad蓹 etm蓹k ist蓹diyiniz 326 00:18:09,680 --> 00:18:12,630 g枚z蓹l 艧eyl蓹r JSON haqq谋nda JavaScript uy臒un deyil. 327 00:18:12,630 --> 00:18:17,680 M蓹n web app yaz谋l谋 al谋ram Bel蓹 ki, m蓹n 莽蓹km蓹k olar JSON v蓹 yaln谋z birba艧a i艧l蓹m蓹k. 328 00:18:17,680 --> 00:18:20,187 XML il蓹 Halbuki, bu var az daha m眉r蓹kk蓹bdir. 329 00:18:20,187 --> 00:18:21,520 Bel蓹 ki, yen蓹 bu h蓹m d蓹 faydal谋d谋r. 330 00:18:21,520 --> 00:18:26,387 Onlar yaln谋z m眉xt蓹lif istifad蓹 hallar谋 var burada insanlar istifad蓹 ed蓹 bil蓹rsiniz. 331 00:18:26,387 --> 00:18:26,886 OK. 332 00:18:26,886 --> 00:18:29,810 333 00:18:29,810 --> 00:18:31,680 Bel蓹 ki, geri API. 334 00:18:31,680 --> 00:18:32,900 Bel蓹 ki, biz baxan m媒s媒n axtar谋艧 ed蓹 bil蓹rsiniz 335 00:18:32,900 --> 00:18:36,220 >> M蓹n bir n眉mun蓹 verm蓹k donuts 眉莽眉n axtar谋艧. 336 00:18:36,220 --> 00:18:39,330 Biz d蓹 yaln谋z axtar谋艧 ed蓹 bil蓹rsiniz Burada 蓹rzind蓹 x眉susi sah蓹. 337 00:18:39,330 --> 00:18:41,310 Bel蓹 ki, 蓹v蓹zin蓹 axtar谋艧 b眉t眉n rekord, 338 00:18:41,310 --> 00:18:43,870 M蓹n yaln谋z ad谋 sah蓹sind蓹 axtar谋艧 ed蓹 bil蓹rsiniz. 339 00:18:43,870 --> 00:18:48,810 V蓹 indi 25 艧ey var ki, ad谋 donuts, var bir olan 340 00:18:48,810 --> 00:18:52,430 b蓹rpa edir idar蓹 bataql谋q 341 00:18:52,430 --> 00:18:54,990 pi艧i de艧ik bir y蓹qin ki, proqram, 342 00:18:54,990 --> 00:18:58,970 m眉tl蓹q biz arad谋臒谋n谋z Biz donuts 眉莽眉n axtar谋艧 etdiyiniz zaman 眉莽眉n. 343 00:18:58,970 --> 00:19:02,790 344 00:19:02,790 --> 00:19:05,490 >> Siz oldu臒unuzda, h蓹m莽inin bir API-- il蓹 m蓹艧臒ul 345 00:19:05,490 --> 00:19:08,827 >> Bir API olan Part verir insanlar谋n b枚y眉k data d蓹stl蓹ri daxil. 346 00:19:08,827 --> 00:19:11,410 V蓹 m眉xt蓹lif bir ne莽蓹 var tools bunu istifad蓹 ed蓹 bil蓹rsiniz. 347 00:19:11,410 --> 00:19:14,170 Biri, 莽ox sad蓹c蓹 deyil data bil蓹rsiniz s蓹hif蓹. 348 00:19:14,170 --> 00:19:17,340 Bel蓹 ki, bir sor臒u n蓹 kimi bir web interface vasit蓹sil蓹, 349 00:19:17,340 --> 00:19:19,470 Bu s蓹hif蓹nin bir baxmaq olar s蓹hif蓹 iki, s蓹hif蓹 眉莽. 350 00:19:19,470 --> 00:19:22,040 Siz eyni ed蓹 bil蓹rsiniz API vasit蓹sil蓹 bir 艧ey. 351 00:19:22,040 --> 00:19:24,150 Siz yaln谋z olmaq laz谋md谋r Siz bunu nec蓹 ayd谋n. 352 00:19:24,150 --> 00:19:29,511 >> Bel蓹 ki, m蓹s蓹l蓹n, m蓹n ar谋yorum Burada ilk sor臒u da, 353 00:19:29,511 --> 00:19:32,510 M蓹n h蓹r 艧eyi 眉莽眉n axtar谋艧 edir蓹m harada ad谋 donuts il蓹, m蓹n, dem蓹k olar 354 00:19:32,510 --> 00:19:35,415 v蓹 limit dem蓹kdir ki, 20 b蓹rab蓹rdir m蓹n蓹 ilk 20 qeydl蓹r deyil verm蓹k 355 00:19:35,415 --> 00:19:38,540 default ilk 10, M蓹n bir zaman 20 baxmaq ist蓹yir蓹m, 莽眉nki. 356 00:19:38,540 --> 00:19:43,435 V蓹 ya m眉蓹yy蓹n, dem蓹k olar 20 v蓹 h蓹ddi b蓹rab蓹r ba艧lamaq 357 00:19:43,435 --> 00:19:47,150 olan ver蓹c蓹k 20 b蓹rab蓹r M蓹n蓹 40 vasit蓹sil蓹 21 qeyd edir. 358 00:19:47,150 --> 00:19:52,680 >> Bel蓹 ki, bir 艧ey tapmaq Burada g枚t眉rmek 眉莽眉n 359 00:19:52,680 --> 00:19:57,290 Biz sor臒u strings istifad蓹 etdiyiniz sor臒u parametrl蓹ri t蓹yin etm蓹k 眉莽眉n. 360 00:19:57,290 --> 00:20:02,760 V蓹 siz n蓹zar蓹t imkan verir geri almaq. 361 00:20:02,760 --> 00:20:05,980 >> Istifad蓹 ed蓹 bil蓹rsiniz bir vasit蓹dir, - 362 00:20:05,980 --> 00:20:09,250 >> V蓹 bu h蓹qiq蓹t蓹n faydal谋d谋r m蓹lumat k蓹艧fiyyat 艧蓹rtl蓹ri. 363 00:20:09,250 --> 00:20:10,840 >> faceting deyil蓹n bir 艧ey --is. 364 00:20:10,840 --> 00:20:15,530 Bel蓹 ki, d枚vr faceting deyil m眉tl蓹q 眉mumi deyil. 365 00:20:15,530 --> 00:20:16,880 Amma b眉t眉n 蓹vv蓹l g枚rd眉m. 366 00:20:16,880 --> 00:20:18,630 Siz bir n蓹z蓹r Amazon, m蓹s蓹l蓹n, 367 00:20:18,630 --> 00:20:20,870 v蓹 bir axtar谋艧 眉莽眉n n蓹 kitab donuts, 368 00:20:20,870 --> 00:20:27,080 burada onlar kitab bir s谋ra var, v蓹 onlar daha 莽ox qrupla艧d谋r谋lm谋艧 edirik, 369 00:20:27,080 --> 00:20:30,470 v蓹 m眉xt蓹lif kateqoriyalar almaq, v蓹 n蓹 q蓹d蓹r h蓹r bir kateqoriya kitablar 370 00:20:30,470 --> 00:20:31,330 g枚st蓹rilir. 371 00:20:31,330 --> 00:20:33,420 >> Bel蓹 ki, bu, 蓹sas蓹n bir qranit edir. 372 00:20:33,420 --> 00:20:37,570 Siz 1800 b眉t眉n kitab almaq Amazon donuts uy臒un kitablar. 373 00:20:37,570 --> 00:20:39,820 Onlardan 12 var s蓹h蓹r yem蓹yi kateqoriya. 374 00:20:39,820 --> 00:20:43,100 Pasta v蓹 莽枚r蓹k莽ilik 21 v蓹 s v蓹 s. 375 00:20:43,100 --> 00:20:47,670 >> Bel蓹 ki, bu, h蓹qiq蓹t蓹n faydal谋 m蓹zmun k蓹艧fiyyat 眉莽眉n al蓹t 376 00:20:47,670 --> 00:20:53,260 kitabxana 蓹rzind蓹 h蓹m莽inin Bir qranit baxd谋臒谋m谋z zaman, 莽眉nki, 377 00:20:53,260 --> 00:20:56,520 bu f蓹nl蓹r n蓹 bir fikir verir subyektl蓹rinin hans谋 n枚vl蓹ri kimi, var 378 00:20:56,520 --> 00:20:58,510 Sizin 艧蓹rtl蓹r蓹 uy臒un set 蓹rzind蓹 蓹n populyard谋r. 379 00:20:58,510 --> 00:21:00,950 V蓹 bu off s眉r眉c眉 v蓹 ara艧d谋rmaq k枚m蓹k edir. 380 00:21:00,950 --> 00:21:02,770 Bel蓹 ki, biz eyni 艧ey ed蓹 bil蓹rsiniz. 381 00:21:02,770 --> 00:21:05,940 >> Istifad蓹 etm蓹k ist蓹yirsinizs蓹, API v蓹 y枚nl眉 baxmaq, 382 00:21:05,940 --> 00:21:08,950 ba艧qa bir parametr 蓹lav蓹 bizim dostumuz sor臒u string. 383 00:21:08,950 --> 00:21:12,540 Y枚nl眉 Bel蓹 ki, verg眉l ayr谋lm谋艧 b蓹rab蓹rdir biz qranit ist蓹yir蓹m n蓹 siyah谋s谋. 384 00:21:12,540 --> 00:21:14,790 Bel蓹 ki, y枚nl眉 bir m枚vzu ola bil蓹r. 385 00:21:14,790 --> 00:21:16,565 Ba艧qa bir dil ola bil蓹r. 386 00:21:16,565 --> 00:21:19,665 Ki, sor臒u run 蓹g蓹r Bel蓹 ki, biz get-- 387 00:21:19,665 --> 00:21:23,372 388 00:21:23,372 --> 00:21:24,830 Bu olduqca 莽ox burada eyni g枚r眉n眉r. 389 00:21:24,830 --> 00:21:29,010 Amma biz sonuna 蓹lav蓹 etdik y枚nl眉 siyah谋s谋 bir s谋ra. 390 00:21:29,010 --> 00:21:34,060 Bel蓹likl蓹, biz m枚vzu adl谋 qranit var. 391 00:21:34,060 --> 00:21:40,250 Bel蓹 ki, bu m蓹n baxmaq ki, 蓹g蓹r biz蓹 izah edir pi艧i sor臒u m蓹nim 80 n蓹tic蓹l蓹ri, 392 00:21:40,250 --> 00:21:42,100 Onlardan 13-眉 var Amerika Birl蓹艧mi艧 艦tatlar谋 m枚vzu. 393 00:21:42,100 --> 00:21:43,684 脺莽 m枚vzu donuts var. 394 00:21:43,684 --> 00:21:45,600 脺莽 m枚vzu bataql谋q b蓹rpa, 395 00:21:45,600 --> 00:21:47,720 olan pi艧i bizim de艧ik ola bil蓹r. 396 00:21:47,720 --> 00:21:51,780 Onlardan ikisi, Simpsons, v蓹 s v蓹 s. 397 00:21:51,780 --> 00:21:59,211 >> Bel蓹 ki, bu, 蓹g蓹r faydal谋 ola bil蓹r axtar谋艧 a艧a臒谋 dar ist蓹yir蓹m. 398 00:21:59,211 --> 00:22:00,210 Bu ki, k枚m蓹k ed蓹 bil蓹r. 399 00:22:00,210 --> 00:22:03,580 X眉susil蓹 varsa daha 80-d蓹n 莽ox n蓹tic蓹l蓹ri, deyirl蓹r. 400 00:22:03,580 --> 00:22:05,980 >> Eynil蓹, biz d蓹 xahi艧 dil y枚nl眉 眉莽眉n. 401 00:22:05,980 --> 00:22:14,790 Biz n蓹tic蓹l蓹ri baxmaq Bel蓹 ki, biz 76 bax Onlar谋n Frans谋z 陌ngilis, d枚rd var, 402 00:22:14,790 --> 00:22:19,620 Ispan, iki iki, m蓹n hesab edir蓹m undefined v蓹 ya nam蓹lum, Hollandiya v蓹 Lat谋n. 403 00:22:19,620 --> 00:22:22,830 Bel蓹likl蓹, m蓹n hesab edir蓹m ki, lat谋n pi艧i N蓹tic蓹d蓹, yen蓹, 404 00:22:22,830 --> 00:22:24,922 bi艧mi艧 mal il蓹 he莽 bir 蓹laq蓹si yoxdur. 405 00:22:24,922 --> 00:22:25,630 Amma siz gedin. 406 00:22:25,630 --> 00:22:31,420 407 00:22:31,420 --> 00:22:38,630 >> Bel蓹 ki, bu c眉r siz蓹 g枚st蓹rir nec蓹 m蓹zmun geri 莽蓹km蓹k olar 408 00:22:38,630 --> 00:22:41,270 API yaln谋z vasit蓹sil蓹 b枚y眉k web browser. 409 00:22:41,270 --> 00:22:44,320 Lakin bu, h蓹qiq蓹t蓹n deyil n蓹 ki ad蓹t蓹n bunun 眉莽眉n API istifad蓹. 410 00:22:44,320 --> 00:22:48,710 Siz nec蓹 bel蓹 bir misal 蓹slind蓹 bu m蓹n var ki, ed蓹 bil蓹r 411 00:22:48,710 --> 00:22:54,720 super ki莽ik bir proqram yaz谋l谋, ki, yen蓹 m蓹nim pi艧i axtar谋艧 yoxdur 412 00:22:54,720 --> 00:22:59,010 v蓹 bir ne莽蓹 sah蓹l蓹ri se莽ir v蓹 bir masa onlara g枚st蓹rilir. 413 00:22:59,010 --> 00:23:01,610 Bel蓹 ki, bu 莽ox deyil Eyni content ki, biz yaln谋z 414 00:23:01,610 --> 00:23:04,830 bir ne莽蓹 sah蓹l蓹ri il蓹 g枚rd眉m 莽谋xard谋. 415 00:23:04,830 --> 00:23:12,090 Adlar谋 siyah谋s谋na Bel蓹 ki, n蓹 kitab谋n yer 416 00:23:12,090 --> 00:23:15,120 haqq谋nda, dil, v蓹 s v蓹 s. 417 00:23:15,120 --> 00:23:20,480 >> Bel蓹 ki, bu 蓹slind蓹 bu yana, nec蓹 ba艧 M蓹n b蓹zi kodu baxmaq laz谋md谋r dan谋艧arlar 418 00:23:20,480 --> 00:23:22,420 That 419 00:23:22,420 --> 00:23:28,060 >> Biz burada bir sad蓹 HTML m蓹tn g枚st蓹rir s蓹hif蓹, 420 00:23:28,060 --> 00:23:32,900 kitabxana bulud salamlay谋ram v蓹 sonra n蓹tic蓹l蓹r bir masa g枚st蓹rir. 421 00:23:32,900 --> 00:23:37,790 V蓹 t蓹bii ki, he莽 bir n蓹tic蓹 var s蓹hif蓹 dolu olur masa. 422 00:23:37,790 --> 00:23:41,380 Amma biz n蓹 edirik biz, ilk n枚vb蓹d蓹 deyil 423 00:23:41,380 --> 00:23:46,290 adl谋 kitabxana loading 蓹sas蓹n jQuery, 424 00:23:46,290 --> 00:23:52,030 edir ki, bir JavaScript kitabxana, JavaScript manipulyasiya 眉莽眉n 莽ox asan 425 00:23:52,030 --> 00:23:58,780 Do臒rudan, HTML, v蓹 web pages yaratmaq, klient m蓹ntiq v蓹 web pages. 426 00:23:58,780 --> 00:24:01,595 >> Bel蓹 ki, n蓹 biz burada jQuery edir , Get adl谋 bir 眉sul var 427 00:24:01,595 --> 00:24:05,270 olan mahiyy蓹tc蓹 ged蓹c蓹k URL, bu halda olan, 428 00:24:05,270 --> 00:24:09,070 Bu tan谋艧 axtar谋r URL. 429 00:24:09,070 --> 00:24:14,440 V蓹 sonra content 蓹ld蓹 ed蓹c蓹k sonra URL v蓹 bu bar蓹d蓹 bir funksiyas谋 ax谋r. 430 00:24:14,440 --> 00:24:19,240 Bel蓹likl蓹, biz api.lib.harvard / edu getm蓹k bildirib. 431 00:24:19,240 --> 00:24:20,060 Donuts 眉莽眉n axtar. 432 00:24:20,060 --> 00:24:21,300 Biz蓹 20 qeydl蓹r verin. 433 00:24:21,300 --> 00:24:28,590 V蓹 sonra bu funksiyan谋, run M蓹n data ke莽蓹n se莽ilmi艧 etdik. 434 00:24:28,590 --> 00:24:34,430 V蓹 data JSON ki, API qay谋d谋b oldu. 435 00:24:34,430 --> 00:24:40,120 >> V蓹 sonra biz 蓹rzind蓹 dey蓹r蓹k edirik data item adl谋 bir sah蓹 var. 436 00:24:40,120 --> 00:24:48,117 M蓹n geri n蓹z蓹r getm蓹k 蓹g蓹r burada bu n蓹tic蓹l蓹rind蓹n biri, 437 00:24:48,117 --> 00:24:49,200 bir 艧ey var called-- 438 00:24:49,200 --> 00:24:50,220 >> B蓹li, bu madd蓹 deyirl蓹r. 439 00:24:50,220 --> 00:24:53,520 Bel蓹 ki, ola bil蓹r. 440 00:24:53,520 --> 00:25:01,840 V蓹 n蓹 edir o deyil H蓹r bir madd蓹 ke莽ir 441 00:25:01,840 --> 00:25:05,300 v蓹 sonra ba艧qa 莽a臒谋r谋r h蓹r bir madd蓹 眉zr蓹 f蓹aliyy蓹t g枚st蓹rir. 442 00:25:05,300 --> 00:25:08,440 V蓹 funksiyas谋 蓹sas蓹n d蓹y蓹ri edir 443 00:25:08,440 --> 00:25:12,010 olan madd蓹 mahiyy蓹tc蓹 f蓹rdi rekord 444 00:25:12,010 --> 00:25:18,220 v蓹 biz蓹 ad谋 莽谋xarmaq 眉莽眉n imkan verir, 蓹hat蓹 dair蓹si v蓹 dil. 445 00:25:18,220 --> 00:25:21,640 >> Bel蓹 ki, h蓹r bir funksiyas谋 z蓹ng biz API 蓹ld蓹 madd蓹. 446 00:25:21,640 --> 00:25:25,397 V蓹 yaln谋z bir n蓹z蓹r 蓹g蓹r burada bu par莽a, 447 00:25:25,397 --> 00:25:27,230 n蓹 edirik ki, biz bir string yaratmaq edirik, 448 00:25:27,230 --> 00:25:31,810 ki, mahiyy蓹tc蓹 bir HTML bi莽imlendirme deyil bir masa 蓹traf谋nda, value.title il蓹, 449 00:25:31,810 --> 00:25:35,790 olan ad谋 obyekt, value.coverage, 450 00:25:35,790 --> 00:25:36,790 olan 蓹hat蓹 edir - 451 00:25:36,790 --> 00:25:38,225 >> V蓹 biz bir 莽ek edirik Burada kim undefined g枚rm蓹k 452 00:25:38,225 --> 00:25:40,570 v蓹 undefined des蓹 onu gizl蓹tm蓹k, Biz, h蓹qiq蓹t蓹n, maraql谋 deyilik, 莽眉nki 453 00:25:40,570 --> 00:25:41,600 ki,. 454 00:25:41,600 --> 00:25:42,939 >> Ve sonra dil. 455 00:25:42,939 --> 00:25:44,730 V蓹 sonra biz etdiyiniz n蓹 ki, eklenmesi etdiyini 456 00:25:44,730 --> 00:25:48,510 ki, masa Burada bu simli t蓹r蓹find蓹n m眉蓹yy蓹n. 457 00:25:48,510 --> 00:25:50,790 V蓹 jQuery i艧l蓹ri nec蓹 Bu s枚yl蓹y蓹r蓹k n蓹 458 00:25:50,790 --> 00:25:56,420 d眉艧眉nc蓹si il蓹 masa baxmaq N蓹tic蓹l蓹ri ona bu m蓹tn 蓹lav蓹 v蓹. 459 00:25:56,420 --> 00:25:59,380 V蓹 bu ideya n蓹tic蓹l蓹ri il蓹 masa. 460 00:25:59,380 --> 00:26:04,998 Bel蓹 ki, son n蓹 burada bu s蓹hif蓹. 461 00:26:04,998 --> 00:26:06,206 V蓹 qaydada m蓹nb蓹 ke莽irm蓹k 眉莽眉n 462 00:26:06,206 --> 00:26:11,310 463 00:26:11,310 --> 00:26:13,810 Yax艧谋, m蓹nb蓹 h蓹qiq蓹t蓹n deyil ki, ba艧 zaman yenil蓹ndi. 464 00:26:13,810 --> 00:26:18,740 Bel蓹 ki, faktiki bil蓹rsiniz Burada baxmayaraq masa n蓹tic蓹l蓹ri. 465 00:26:18,740 --> 00:26:24,770 >> Bel蓹 ki, yaln谋z bir sad蓹 misal var API qar艧谋 莽ox 蓹sas sor臒u edir 466 00:26:24,770 --> 00:26:29,020 v蓹 bir s谋ra dig蓹r m蓹lumat tap谋lanlar yaratmaq v蓹 莽ox x眉lya bir 艧ey etm蓹kl蓹 deyil. 467 00:26:29,020 --> 00:26:36,370 陌ndi ba艧qa bir misal bir kimi David Weinberger t蓹r蓹find蓹n yaz谋lm谋艧 蓹riz蓹 468 00:26:36,370 --> 00:26:39,120 bu bir demo kimi olan mahiyy蓹tc蓹 g枚st蓹rir 469 00:26:39,120 --> 00:26:44,620 Siz etdiyiniz n蓹tic蓹l蓹rini mash bil蓹r nec蓹 kitabxana bulud API 蓹ld蓹 470 00:26:44,620 --> 00:26:46,250 il蓹, Google Books deyirl蓹r. 471 00:26:46,250 --> 00:26:52,225 >> V蓹 burada d眉艧眉nc蓹 m蓹n ki, Google Axtar qar艧谋 sor臒u run, 472 00:26:52,225 --> 00:26:56,060 B蓹zi n蓹tic蓹l蓹r almaq, bir tam m蓹tn axtar谋艧 almaq geri tapmaq bu madd蓹l蓹rin hans谋 473 00:26:56,060 --> 00:27:01,180 h蓹qiq蓹t蓹n Hollis var, kitabxana sistemi, 474 00:27:01,180 --> 00:27:03,200 v蓹 sonra m蓹n蓹 links verm蓹k geri bu madd蓹l蓹r. 475 00:27:03,200 --> 00:27:12,730 M蓹n 眉莽眉n axtar谋艧 Bel蓹 ki, o bir qaranl谋q v蓹 f谋rt谋nal谋 gec蓹, m蓹n 476 00:27:12,730 --> 00:27:16,210 n蓹tic蓹l蓹ri bir d蓹st蓹 geri almaq Google, v蓹 sonra bir n蓹tic蓹sind蓹 477 00:27:16,210 --> 00:27:19,460 olan vaxt bir Wrinkle edir. 478 00:27:19,460 --> 00:27:29,330 Bu m枚vcud kitab ba臒lant谋lar Harvard Library sistemind蓹. 479 00:27:29,330 --> 00:27:32,160 >> Bel蓹 ki, m蓹n burada bax谋m谋ndan deyil tapmaq o q蓹d蓹r ki, bu bil蓹r v蓹 ya bilm蓹z 480 00:27:32,160 --> 00:27:34,118 ist蓹diyiniz yol olmaq kitabxana axtar谋艧, 481 00:27:34,118 --> 00:27:38,310 lakin tamamil蓹 f蓹rqli yol sizin 眉莽眉n m枚vcud deyil ki, 482 00:27:38,310 --> 00:27:42,884 蓹vv蓹l sizin kimi bunu he莽 bir yol idi tam m蓹tn kitablar axtar谋艧 ki, h蓹tta 483 00:27:42,884 --> 00:27:44,550 Harvard Library sisteminin bir hiss蓹si idi. 484 00:27:44,550 --> 00:27:46,870 Bel蓹 ki, indi bu yol Bunu ed蓹 bil蓹r. 485 00:27:46,870 --> 00:27:51,930 V蓹 onlar谋 bil蓹rsiniz h蓹r hans谋 bir format ist蓹diyiniz. 486 00:27:51,930 --> 00:27:55,990 Bel蓹 ki, burada point, 蓹sas蓹n, edir biz insanlar 眉莽眉n yeni yollar a莽谋r edirik 487 00:27:55,990 --> 00:27:59,080 data il蓹 i艧l蓹m蓹k 眉莽眉n. 488 00:27:59,080 --> 00:28:07,925 >> Kitabxana bulud bir par莽a edir Bu istifad蓹 m蓹lumatlar谋n b蓹zi if艧a edir 489 00:28:07,925 --> 00:28:08,800 kitabxana var. 490 00:28:08,800 --> 00:28:12,630 Bel蓹 ki, kitabxanaya getm蓹k 蓹g蓹r, v蓹 kitab arad谋臒谋n谋z, 491 00:28:12,630 --> 00:28:15,770 Siz m眉tl蓹q deyil h蓹qiq蓹t蓹n bir fikir var, 492 00:28:15,770 --> 00:28:19,080 bir b眉t眉n madd蓹l蓹r 眉莽眉n x眉susi m枚vzu, n蓹 493 00:28:19,080 --> 00:28:21,200 insanlar var icma, bu olsun 494 00:28:21,200 --> 00:28:24,890 Harvard v蓹 ya m眉蓹yy蓹n 枚lk蓹 v蓹 ya sinif, 495 00:28:24,890 --> 00:28:26,421 Onlar 蓹n faydal谋 a艧kar n蓹 var? 496 00:28:26,421 --> 00:28:28,920 V蓹 kitabxana h蓹qiq蓹t蓹n bir haqq谋nda m蓹lumat ton n蓹 497 00:28:28,920 --> 00:28:32,999 蓹n faydal谋 olan bir 莽ox, 莽眉nki insanlar bir kitab h蓹yata yoxlan谋lmas谋 olunur, 498 00:28:32,999 --> 00:28:34,040 ki, bir 艧ey deyir. 499 00:28:34,040 --> 00:28:36,498 Bir s蓹b蓹b var olmal谋d谋r Onlar onu yoxlamaq ist蓹yir蓹m. 500 00:28:36,498 --> 00:28:38,270 Bir 莽ox ehtiyat qoyun. 501 00:28:38,270 --> 00:28:42,520 >> Bir 莽ox ehtiyat siyah谋da varsa d蓹rsl蓹ri, ki, bir 艧ey deyir. 502 00:28:42,520 --> 00:28:45,960 T蓹hsil 眉zvl蓹ri yoxlan谋lmas谋 olunur bir 莽ox v蓹 magistr deyil h蓹yata, 503 00:28:45,960 --> 00:28:47,200 m蓹n蓹 bir 艧ey deyir. 504 00:28:47,200 --> 00:28:49,280 茝ksin蓹, bu da bir 艧ey deyir. 505 00:28:49,280 --> 00:28:54,680 Bel蓹 ki, h蓹qiq蓹t蓹n maraql谋 olard谋 ki, orada informasiya qoymaq bildirin 506 00:28:54,680 --> 00:28:59,969 insanlar tapmaq 眉莽眉n istifad蓹 Kitabxana sistemi 莽蓹r莽iv蓹sind蓹 i艧l蓹yir. 507 00:28:59,969 --> 00:29:02,260 Bu flip t蓹r蓹find蓹 deyil ciddi gizlilik var 508 00:29:02,260 --> 00:29:07,854 narahatl谋q biri, 莽眉nki Kitabxanan谋n 蓹sas prinsipl蓹rinin 509 00:29:07,854 --> 00:29:10,770 biz izah etm蓹k fikrind蓹 deyilik ki, Dig蓹r insanlar谋n oxu n蓹 insanlar. 510 00:29:10,770 --> 00:29:17,360 V蓹 bu s枚yl蓹y蓹r蓹k, h蓹tta Kitab d枚rd d蓹f蓹 n蓹zar蓹t edildi 511 00:29:17,360 --> 00:29:20,070 x眉susi ayda, ki, istifad蓹 edil蓹 bil蓹r 512 00:29:20,070 --> 00:29:25,252 x眉susi geri ke莽id de-anonymizing data 艧蓹xs 513 00:29:25,252 --> 00:29:26,710 v蓹 h蓹yata yoxlan谋l谋r kim tapmaq. 514 00:29:26,710 --> 00:29:30,792 Bel蓹 ki, 艧蓹kild蓹 avoid-- bil蓹r ki, 515 00:29:30,792 --> 00:29:33,750 Biz 莽谋xar谋艧 眉莽眉n c蓹hd ed蓹 bil蓹rsiniz yol b眉t眉n m蓹lumat bir siqnal 516 00:29:33,750 --> 00:29:36,740 pozmadan he莽 gizlilik narahatl谋qlar 517 00:29:36,740 --> 00:29:42,150 baxd谋臒谋m谋zda 蓹sas蓹n Istifad蓹 m蓹lumatlar谋n 10 il - 518 00:29:42,150 --> 00:29:43,930 >> Bel蓹 ki, uzun m眉dd蓹t 蓹rzind蓹 var. 519 00:29:43,930 --> 00:29:50,639 >> Ve OK, nec蓹 ed蓹k, dem蓹k bu i艧 眉莽眉n istifad蓹 edilmi艧dir ne莽蓹 d蓹f蓹, 520 00:29:50,639 --> 00:29:52,930 bu m眉dd蓹t 蓹rzind蓹 kim t蓹r蓹find蓹n zaman, sonra 蓹sas蓹n 521 00:29:52,930 --> 00:29:56,300 dediyimiz bir s谋ra geri verm蓹k bir y谋臒谋n hesab, hans谋 蓹sas蓹n 522 00:29:56,300 --> 00:29:59,910 istifad蓹 edilmi艧dir n蓹 q蓹d蓹r t蓹msil edir. 523 00:29:59,910 --> 00:30:01,084 V蓹 says谋z 524 00:30:01,084 --> 00:30:03,250 M眉xt蓹lif hesablamalar bir 莽ox ki say谋 daxil. 525 00:30:03,250 --> 00:30:05,150 --but bir 莽ox kobud deyil verir metrik 526 00:30:05,150 --> 00:30:11,300 nec蓹 bir fikir icma i艧 qiym蓹tl蓹ndiririk bil蓹r. 527 00:30:11,300 --> 00:30:16,772 >> H蓹tta V蓹 bel蓹 bir sort daha t蓹tbiq fleshed 528 00:30:16,772 --> 00:30:18,480 ki, istifad蓹 edir Bu bir 艧ey deyil 529 00:30:18,480 --> 00:30:24,000 蓹slind蓹 adl谋 Stacklife, 茝sas Harvard vasit蓹sil蓹 m枚vcuddur 530 00:30:24,000 --> 00:30:24,880 Kitabxana portal. 531 00:30:24,880 --> 00:30:26,700 Bel蓹 ki, library.harvard.edu gedin. 532 00:30:26,700 --> 00:30:29,360 Siz m眉xt蓹lif bir s谋ra g枚r蓹c蓹ksiniz kitabxana axtar谋艧 yollar谋. 533 00:30:29,360 --> 00:30:32,300 Onlardan biri Stacklife adlan谋r. 534 00:30:32,300 --> 00:30:38,980 >> Bu bir proqram ki, , kitabxana m蓹zmunu browses 535 00:30:38,980 --> 00:30:43,490 lakin tamamil蓹 in艧a edilir Bu API 眉st. 536 00:30:43,490 --> 00:30:46,910 Bel蓹 ki, he莽 bir x眉susi stuff var p蓹rd蓹 arxas谋nda gedir. 537 00:30:46,910 --> 00:30:49,570 Yox yoxdur yoxdur data. 538 00:30:49,570 --> 00:30:54,090 Bu t蓹min etm蓹k 眉莽眉n API istifad蓹 edir tam f蓹rqli bir g枚z il蓹 539 00:30:54,090 --> 00:30:55,480 t蓹cr眉b蓹si. 540 00:30:55,480 --> 00:30:58,570 >> M蓹n Alice 眉莽眉n axtar谋艧 Bel蓹 ki, 蓹g蓹r Bu halda Wonderland, 541 00:30:58,570 --> 00:31:02,600 M蓹n kimi g枚r眉n眉r ki, bir n蓹tic蓹 蓹ld蓹 olduqca much-- olan bu, 542 00:31:02,600 --> 00:31:05,430 543 00:31:05,430 --> 00:31:10,870 >> H蓹r hans谋 dig蓹r axtar谋艧 莽ox ox艧ar Bu halda istisna olmaqla, ed蓹 bil蓹r 544 00:31:10,870 --> 00:31:15,730 Biz madd蓹l蓹r Reytinqde edirik verir stackscore, 545 00:31:15,730 --> 00:31:19,850 nec蓹 populyar bu b蓹zi fikir Madd蓹l蓹r icma daxilind蓹 idi. 546 00:31:19,850 --> 00:31:25,610 V蓹 bel蓹 ayd谋n, Alice in Wonderland Walt Disney t蓹r蓹find蓹n y眉ks蓹k m蓹艧hurdur. 547 00:31:25,610 --> 00:31:36,570 Amma siz d蓹 top d枚rd g枚r蓹 bil蓹rsiniz burada, h蓹qiq蓹t蓹n bil蓹r olanlard谋r 548 00:31:36,570 --> 00:31:39,220 >> Y眉ks蓹k istifad蓹 olunur Things, lakin d蓹rhal bil蓹r 549 00:31:39,220 --> 00:31:41,240 Wonderland Alice il蓹 蓹laq蓹. 550 00:31:41,240 --> 00:31:44,650 Bel蓹 ki, bizim k枚hn蓹 dostumuz Q谋sald谋lm谋艧 Alice burada. 551 00:31:44,650 --> 00:31:46,350 Bel蓹likl蓹, m蓹n ona n蓹z蓹r ed蓹 bil蓹rsiniz. 552 00:31:46,350 --> 00:31:52,010 陌ndi ar谋yorum n蓹 蓹sas蓹n idar蓹nin ixtiyari n眉may蓹nd蓹sinin t蓹yin olunur 553 00:31:52,010 --> 00:31:53,760 M蓹n not ola bil蓹r Burada Alice. 554 00:31:53,760 --> 00:31:56,700 M蓹n bu bar蓹d蓹 m蓹lumat yoxdur. 555 00:31:56,700 --> 00:32:00,230 M蓹n d蓹 bir stackscore var , bu halda, 26. 556 00:32:00,230 --> 00:32:03,169 Bu t蓹xmin蓹n sort m蓹n蓹 deyir bu stackscore var nec蓹, 557 00:32:03,169 --> 00:32:05,835 kimi kim nec蓹 kimi, bu yoxlan谋l谋r O yoxlan谋lm谋艧d谋r ne莽蓹 d蓹f蓹, 558 00:32:05,835 --> 00:32:08,440 fak眉lt蓹 v蓹 ya undergrads nec蓹 kimi Kitabxana 莽ox n眉sx蓹, 559 00:32:08,440 --> 00:32:11,300 v蓹 s v蓹 s. 560 00:32:11,300 --> 00:32:16,460 >> V蓹 siz d蓹 ed蓹 bil蓹rsiniz kifay蓹t q蓹d蓹r maraql谋 burada faktiki olaraq 莽谋xar谋c谋 borular g枚z at谋n. 561 00:32:16,460 --> 00:32:19,550 Bel蓹 ki, burada data, bu sort siz蓹 g枚st蓹rir 562 00:32:19,550 --> 00:32:23,547 Bir virtual n眉may蓹nd蓹liyinin n蓹 r蓹f q眉dr蓹tinin 563 00:32:23,547 --> 00:32:25,880 Sizi olsayd谋 kimi baxmaq B眉t眉n kitabxana holdinq 564 00:32:25,880 --> 00:32:28,940 v蓹 onlara birlikd蓹 qoymaq bir sonsuz 艧elfind蓹. 565 00:32:28,940 --> 00:32:30,990 V蓹 g枚z蓹l 艧ey can-- ki, 566 00:32:30,990 --> 00:32:33,380 >> 陌lk n枚vb蓹d蓹, Bu kitablar haqq谋nda metadata 567 00:32:33,380 --> 00:32:35,627 Bu d蓹rc edildiyi tez-tez deyir. 568 00:32:35,627 --> 00:32:37,085 Bu n蓹 莽ox pages deyir. 569 00:32:37,085 --> 00:32:38,459 Bu 枚l莽眉l蓹ri dem蓹k bil蓹r. 570 00:32:38,459 --> 00:32:42,930 Bel蓹 ki, burada 枚z 蓹ksini g枚rm蓹k bil蓹r kitab 枚l莽眉s眉 bax谋m谋ndan. 571 00:32:42,930 --> 00:32:46,740 >> V蓹 sonra biz istifad蓹 ed蓹 bil蓹rsiniz vur臒ulamaq 眉莽眉n hesab y谋臒谋n 572 00:32:46,740 --> 00:32:49,170 ali y谋臒谋n谋 puanlar谋 kitablar. 573 00:32:49,170 --> 00:32:54,930 Bu qaranl谋q 蓹g蓹r Bel蓹 ki, bu, o dem蓹kdir ki, ehtimalla, bu, daha tez-tez istifad蓹 olunur. 574 00:32:54,930 --> 00:32:57,040 Bel蓹 ki, bu halda, m蓹n deyil蓹m ki, bu tahmin olacaq 575 00:32:57,040 --> 00:33:03,226 Wonderland Alice versiyas谋 莽ox 莽ox istifad蓹 v蓹 蓹n 576 00:33:03,226 --> 00:33:05,100 蓹ld蓹, kitabxana 蓹n n眉sx蓹 var. 577 00:33:05,100 --> 00:33:06,975 茝g蓹r ar谋yorsan谋z Bel蓹 ki, Wonderland Alice 眉莽眉n, 578 00:33:06,975 --> 00:33:10,220 bu ba艧lamaq 眉莽眉n yax艧谋 bir yer ola bil蓹r. 579 00:33:10,220 --> 00:33:13,500 >> V蓹 sonra burada da ke莽id ed蓹 bil蓹rsiniz dem蓹k, Amazon kitab almaq 580 00:33:13,500 --> 00:33:15,182 v蓹 s v蓹 s. 581 00:33:15,182 --> 00:33:17,140 Burada m蓹s蓹l蓹, yen蓹, bu ki, 莽ox deyil 582 00:33:17,140 --> 00:33:25,030 kitabxana g枚z 眉莽眉n 蓹n yax艧谋 yoldur v蓹 ya h蓹r m眉nasib蓹til蓹 眉莽眉n do臒ru vasit蓹dir. 583 00:33:25,030 --> 00:33:28,400 Amma bunu bir yoldur. 584 00:33:28,400 --> 00:33:31,359 V蓹 m蓹lumat ed蓹r蓹k bir API vasit蓹sil蓹 m枚vcud olan 585 00:33:31,359 --> 00:33:34,650 莽ox sad蓹 bloklar edilir, siz content axtar谋艧 imkan verir, 586 00:33:34,650 --> 00:33:39,420 茝g蓹r bir 艧ey in艧a ed蓹 bil蓹rsiniz bu kimi ed蓹 587 00:33:39,420 --> 00:33:41,520 qeyri-adi olmaq b蓹zi insanlar qiym蓹tlidir. 588 00:33:41,520 --> 00:33:46,640 589 00:33:46,640 --> 00:33:51,860 >> Bel蓹 ki, sort I ist蓹diyiniz kimi 莽ox var API n蓹 haqq谋nda h蓹qiq蓹t蓹n dem蓹k 590 00:33:51,860 --> 00:33:56,070 Bu if艧a n蓹, b眉t眉n var p蓹rd蓹 arxas谋nda m蓹hsullar谋n谋n d蓹st蓹 olan 591 00:33:56,070 --> 00:33:59,480 M蓹n yaln谋z q谋sa toxunmaq gedir蓹m Bu n枚v bu g蓹lir, 莽眉nki yaln谋z 592 00:33:59,480 --> 00:34:03,720 tam f蓹rqli bir bucaq olan bu kimi bir 艧ey yoxdur nec蓹 艧蓹rtl蓹ri 593 00:34:03,720 --> 00:34:04,580 yer蓹 qoymaq? 594 00:34:04,580 --> 00:34:10,820 >> Bel蓹 ki, bir API standart deyil bu m蓹zmunda b眉t眉n interface. 595 00:34:10,820 --> 00:34:13,820 Amma, onu almaq 眉莽眉n ilk 艧ey biz idi 596 00:34:13,820 --> 00:34:17,260 m蓹lumat birlikd蓹 莽蓹km蓹k edilib kitab v蓹 艧蓹kill蓹ri 597 00:34:17,260 --> 00:34:21,580 v蓹 tapmaq vasit蓹l蓹ri, kolleksiya M眉xt蓹lif Harvard sistemi s蓹n蓹d. 598 00:34:21,580 --> 00:34:23,929 Aleph, VIA, v蓹 OASIS var sisteml蓹rinin adlar谋. 599 00:34:23,929 --> 00:34:28,820 Onlar mahiyy蓹tc蓹 bir daxil boru k蓹m蓹ri, bir emal boru k蓹m蓹ri. 600 00:34:28,820 --> 00:34:33,230 >> Bel蓹 ki, ilk n枚vb蓹d蓹, biz ixrac almaq bu sisteml蓹rin b眉t眉n fayllar谋. 601 00:34:33,230 --> 00:34:35,130 Biz ayr谋-ayr谋 madd蓹l蓹r onlar谋 split. 602 00:34:35,130 --> 00:34:39,360 Bel蓹likl蓹, biz bir gigabyte bir fayl var olan bu bir milyon qeydl蓹r var. 603 00:34:39,360 --> 00:34:42,290 Bel蓹likl蓹, biz ayr谋-ayr谋 madd蓹l蓹r onu par莽alamaq. 604 00:34:42,290 --> 00:34:45,374 Sonra h蓹r bir madd蓹 眉莽眉n, biz onu 莽evirm蓹k Mods daxil, bu, b蓹zi 莽眉nki 605 00:34:45,374 --> 00:34:47,040 yerli Mods var, b蓹zil蓹ri deyil. 606 00:34:47,040 --> 00:34:49,204 Bel蓹 ki, biz onlar谋 almaq eyni formatda ola bil蓹r. 607 00:34:49,204 --> 00:34:51,120 Sonra m眉xt蓹lif var z蓹nginl蓹艧dirilm蓹si add谋mlar, 608 00:34:51,120 --> 00:34:55,969 Biz m蓹lumatlara daha 莽ox m蓹lumat 蓹lav蓹 daha kitabxana var idi. 609 00:34:55,969 --> 00:34:59,750 Bel蓹likl蓹, biz, ilk n枚vb蓹d蓹, 蓹lav蓹 etm蓹k laz谋md谋r kitabxana saxlamaq n蓹 var. 610 00:34:59,750 --> 00:35:02,250 Biz bir add谋m vasit蓹sil蓹 getm蓹k stackscore hesablanmas谋. 611 00:35:02,250 --> 00:35:07,112 Biz bir add谋m ke莽m蓹k bax谋m谋ndan daha metadata 蓹lav蓹 612 00:35:07,112 --> 00:35:10,730 n蓹 kolleksiyalar谋 insanlar谋n 艧eyl蓹rdir 蓹lav蓹 ola bil蓹r 613 00:35:10,730 --> 00:35:12,532 >> 陌nsanlar yaratmaq madd蓹l蓹r kolleksiyalar. 614 00:35:12,532 --> 00:35:13,990 N蓹 kolleksiyalar谋 bu aid deyil? 615 00:35:13,990 --> 00:35:17,220 Nec蓹 insanlar tagged ke莽mi艧d蓹 bu content? 616 00:35:17,220 --> 00:35:20,750 Sonra filtrelemek v蓹 m蓹hdudla艧d谋rmaq Qeydl蓹rin M蓹n qeyd etdiyim kimi, 莽眉nki 617 00:35:20,750 --> 00:35:24,120 b蓹zi qeydl蓹r var ki, g枚r蓹 copyright s蓹b蓹bl蓹ri, biz g枚st蓹ril蓹 bilmir. 618 00:35:24,120 --> 00:35:26,700 V蓹 sonra biz onlara y眉k deyil蓹n bir 艧ey daxil 619 00:35:26,700 --> 00:35:31,680 Bir yanl谋艧 yaz谋m deyil Solr, lakin proqram bir par莽a ad谋 620 00:35:31,680 --> 00:35:35,710 axtar谋艧 endeksleme, yoxdur ki, API arxas谋nda b眉t眉n axtar谋艧 莽eker. 621 00:35:35,710 --> 00:35:40,110 V蓹 sonra 眉莽眉n m枚vcud olur API, v蓹 insanlar istifad蓹 ed蓹 bil蓹rsiniz. 622 00:35:40,110 --> 00:35:44,640 >> Bel蓹 ki, bu, kifay蓹t q蓹d蓹r kimi sad蓹 proses. 623 00:35:44,640 --> 00:35:47,230 Maraql谋 biri bu bar蓹d蓹 h蓹r 艧eyi 624 00:35:47,230 --> 00:35:50,990 biz m蓹艧臒ul olur ki, 13 milyon qeydl蓹r 625 00:35:50,990 --> 00:35:53,820 v蓹 biz dilinq v蓹 ya daha 莽ox gedir. 626 00:35:53,820 --> 00:36:01,260 V蓹 biz idar蓹 ed蓹 olmaq ist蓹yir蓹m nisb蓹t蓹n s眉r蓹tli moda bu. 627 00:36:01,260 --> 00:36:03,630 Bu uzun m眉dd蓹t edir 13 milyon qeydl蓹r emal. 628 00:36:03,630 --> 00:36:09,529 >> Bel蓹 ki, bu boru k蓹m蓹ri nec蓹 qurmaq can-- ki, 629 00:36:09,529 --> 00:36:12,070 M蓹n istifad蓹 tapmaq boru k蓹m蓹ri, biz ist蓹yirik problem 630 00:36:12,070 --> 00:36:15,580 Burada h蓹ll etm蓹y蓹 莽al谋艧谋r ki, b眉t眉n d蓹yi艧iklikl蓹r, b眉t眉n 631 00:36:15,580 --> 00:36:18,729 Bu bu add谋mlar boru k蓹m蓹ri ayr谋la bil蓹n. 632 00:36:18,729 --> 00:36:19,645 He莽 bir as谋l谋l谋q var. 633 00:36:19,645 --> 00:36:22,146 Siz emal edirsinizs蓹 bir kitab rekord, 634 00:36:22,146 --> 00:36:24,270 he莽 bir as谋l谋l谋臒谋 var, ba艧qa bir kitab aras谋nda. 635 00:36:24,270 --> 00:36:27,760 >> Bel蓹 ki, biz n蓹 ed蓹 bil蓹r, 蓹sas蓹n boru k蓹m蓹ri h蓹r bir add谋m, 636 00:36:27,760 --> 00:36:30,470 biz bulud bir s谋ra koydu. 637 00:36:30,470 --> 00:36:32,250 M蓹n Amazon Web Services oldu. 638 00:36:32,250 --> 00:36:35,140 Bel蓹 ki, bir siyah谋s谋 var, 10,000 madd蓹l蓹r, dem蓹k ki, 639 00:36:35,140 --> 00:36:38,100 normalized olmaq laz谋md谋r v蓹 Mods format谋nda 莽evrilir. 640 00:36:38,100 --> 00:36:41,620 V蓹 biz bir 莽ox server spin ist蓹diyimiz kimi, b蓹lk蓹 10 server. 641 00:36:41,620 --> 00:36:44,860 V蓹 bu serverl蓹rin h蓹r yaln谋z , orada oturur ki, n枚vb蓹 g枚r眉n眉r 642 00:36:44,860 --> 00:36:46,730 laz谋md谋r bir var g枚r眉r ki, emal, n枚vb蓹 off 莽谋xarmaz, 643 00:36:46,730 --> 00:36:48,740 bu prosesl蓹r, v蓹 莽ubuqlarla n枚vb蓹ti queue. 644 00:36:48,740 --> 00:36:54,200 >> V蓹 biz蓹 imkan verir, bel蓹 ki, n蓹 m眉raci蓹t edir, mahiyy蓹tc蓹 645 00:36:54,200 --> 00:36:58,110 莽ox hardware biz bu ist蓹diyiniz kimi vaxt 莽ox q谋sa bir m眉dd蓹t 眉莽眉n problem 646 00:36:58,110 --> 00:37:02,970 tez kimi m蓹lumat emal etm蓹k m眉mk眉n olan bir 艧eydir ki, yaln谋z, 647 00:37:02,970 --> 00:37:08,220 陌ndi cloud computing d眉nyada mahiyy蓹tc蓹 biz t蓹min server 648 00:37:08,220 --> 00:37:09,890 d蓹rhal ki, faydal谋d谋r. 649 00:37:09,890 --> 00:37:12,260 Bel蓹likl蓹, biz bir var yoxdur 蓹traf谋nda oturan n蓹h蓹ng server 650 00:37:12,260 --> 00:37:16,700 B眉t眉n vaxt emal etm蓹k ki, bir h蓹ft蓹 yaln谋z bir d蓹f蓹 ba艧 ver蓹 bil蓹r. 651 00:37:16,700 --> 00:37:21,440 >> Bel蓹 ki, 莽ox deyil. 652 00:37:21,440 --> 00:37:27,590 M枚vcud s蓹n蓹dl蓹r var Kitabxana Cloud Item API 653 00:37:27,590 --> 00:37:31,960 Bu URL, olan sonra m枚vcud ola bil蓹r. 654 00:37:31,960 --> 00:37:36,730 V蓹 n蓹z蓹r edin bir 艧ey var 蓹g蓹r g枚rm蓹k 眉莽眉n 655 00:37:36,730 --> 00:37:37,579 茝g蓹r h蓹r hans谋 bir fikir var. 656 00:37:37,579 --> 00:37:38,120 Onunla oynamaq. 657 00:37:38,120 --> 00:37:38,830 茝traf谋nda axmaq. 658 00:37:38,830 --> 00:37:42,800 V蓹 in艧allah g蓹l蓹 bil蓹r b枚y眉k bir 艧ey il蓹. 659 00:37:42,800 --> 00:37:44,740 T蓹艧蓹kk眉r edirik. 660 00:37:44,740 --> 00:37:45,899