- \n
- Pokud se na v\u011bc vztahuje toto ustanoven\u00ed, pak bude strana nese odpov\u011bdnost a bude muset zaplatit pokutu.<\/li>\n\n\n\n
- Pokud chcete postavit d\u016fm na ur\u010dit\u00e9m m\u00edst\u011b v ur\u010dit\u00e9 podob\u011b, budete pot\u0159ebovat stavebn\u00ed povolen\u00ed.<\/li>\n\n\n\n
- Pokud v obci p\u0159ekro\u010d\u00edte rychlost > 50 km\/h, pak dostanete pokutu.<\/li>\n<\/ul>\n\n\n\n
Tady to m\u00e1te: t\u0159i potenci\u00e1ln\u00ed expertn\u00ed syst\u00e9my. Tak trochu.<\/em><\/p>\n\n\n\n
Jak definujeme pr\u00e1vn\u00ed expertn\u00ed syst\u00e9m?<\/h2>\n\n\n\n
Expertn\u00ed syst\u00e9m je v podstat\u011b \u0159et\u011bzec if what – then what<\/strong><\/em> kter\u00fd vede k n\u011bjak\u00e9mu smyslupln\u00e9mu v\u00fdsledku.<\/strong><\/p>\n\n\n\n
Expertn\u00ed syst\u00e9m shroma\u017e\u010fuje u\u017eivatelsk\u00e9 odpov\u011bdi a volby. Na jejich z\u00e1klad\u011b pak vol\u00ed dal\u0161\u00ed kroky tak dlouho, dokud nedojdete tam, kam jste cht\u011bli.<\/p>\n\n\n\n
Mo\u017en\u00e1 u\u017e jste sly\u0161eli term\u00edn decision tree (\u010desky rozhodovac\u00ed strom nebo sch\u00e9ma)<\/em><\/strong> Nebo jste n\u011bkde vid\u011bli n\u011bco na tento zp\u016fsob:<\/p>\n\n\n\n
![\"\"](\"https:\/\/i0.wp.com\/attorneyatcode.com\/wp-content\/uploads\/2022\/11\/Expert-systems.png?resize=750%2C750&ssl=1\")
<\/figure>\n\n\n\n\t\t\n\t\t\t\n\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t\tP\u0159ihl\u00e1sit se k odb\u011bru<\/a>\n\t\t\t\t\t<\/p>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n
Tomuhle se \u0159\u00edk\u00e1 blokov\u00fd diagram<\/strong>, kter\u00fd p\u0159edstavuje vnit\u0159n\u00ed logiku dan\u00e9ho expertn\u00edho stromu.<\/p>\n\n\n\n
Jak prob\u00edh\u00e1 proces vytv\u00e1\u0159en\u00ed pr\u00e1vn\u00edho expertn\u00edho syst\u00e9mu?<\/h2>\n\n\n\n
Pln\u00fd proces by asi byl na del\u0161\u00ed pov\u00edd\u00e1n\u00ed, ale ve zkratce byste na to mohli j\u00edt n\u00e1sleduj\u00edc\u00edm zp\u016fsobem:<\/p>\n\n\n\n
Jak m\u00e1te c\u00edl?<\/h4>\n\n\n\n
Nejprve si mus\u00edte velmi, velmi jednozna\u010dn\u011b ur\u010dit, co m\u00e1te za c\u00edl<\/strong>. Je expertn\u00ed syst\u00e9m opravdu to nejlep\u0161\u00ed \u0159e\u0161en\u00ed? Mo\u017en\u00e1 se budete cht\u00edt nejprve inspirovat legal designem a za\u010d\u00edt sv\u016fj \u00fakol s \u010dist\u00fdm \u0161t\u00edtem.<\/a><\/p>\n\n\n\n
What is included and what isn’t?<\/h4>\n\n\n\n
Pokud jste p\u0159esv\u011bd\u010deni (na z\u00e1klad\u011b d\u016fkladn\u00e9ho u\u017eivatelsk\u00e9ho pr\u016fzkumu), \u017ee expertn\u00ed syst\u00e9m je \u0159e\u0161en\u00edm, co hled\u00e1te, definujte a vymezte rozsah sv\u00e9 v\u00fdzvy<\/strong>. What is included in your expert system? What isn’t?<\/p>\n\n\n\n
Shroma\u017ed\u011bte si informace a ud\u011blejte si v nich po\u0159\u00e1dek<\/h4>\n\n\n\n
Dale si nast\u00edn\u00edte odpov\u011bdi, jak\u00e9 jsou mo\u017enosti, ke kter\u00fdm m\u016f\u017ee v\u00e1\u0161 u\u017eivatel doj\u00edt<\/strong>.<\/p>\n\n\n\n
Pak vytvo\u0159te blokov\u00e9 sch\u00e9ma s datab\u00e1z\u00ed ot\u00e1zek a odpov\u011bd\u00ed<\/strong> (your tree of answers, if you are doing the answers yourself). This will differ if you are using machine learning – but if you are, you probably already know or have someone that knows what they are doing.<\/p>\n\n\n\n
D\u00e1vejte si velk\u00fd pozor na v\u00e1\u0161 zp\u016fsob \u0159e\u010di, volbu v\u011bt a mo\u017enosti, kter\u00e9 pou\u017e\u00edv\u00e1te a nab\u00edz\u00edte<\/strong>. V\u0161ichni m\u00e1me sv\u00e9 vrozen\u00e9 p\u0159edsudky a narativy, kter\u00e9 ovliv\u0148uj\u00ed n\u00e1\u0161 pohled na sv\u011bt. Vytv\u00e1\u0159en\u00ed expertn\u00edho syst\u00e9mu m\u00e1 sv\u00e9 etick\u00e9 d\u016fsledky, na kter\u00e9 bychom jako design\u00e9\u0159i m\u011bli pamatovat.<\/p>\n\n\n\n
Potom otestujte tyto ot\u00e1zky a odpov\u011bdi <\/strong>p\u0159edt\u00edm, ne\u017e v\u00e1s napadne cokoli budovat. Mysl\u00edm to v\u00e1\u017en\u011b. Napi\u0161te si je na karti\u010dky. Pokud m\u00e1te mo\u017enost, zahrajte si s u\u017eivateli na robota. Prost\u011b to nejd\u0159\u00edv n\u011bjak otestujte.<\/p>\n\n\n\n
Navrhn\u011bte, jak to bude vypadat a fungovat<\/h4>\n\n\n\n
Dal\u0161\u00ed na \u0159ad\u011b je tvorba a iterace po technick\u00e9 a vizu\u00e1ln\u00ed str\u00e1nce<\/strong>. Make sure that you track and measure the outcomes. The choice of interface will depend upon your users’ preferences and the technical solution you select for this task (see below).<\/p>\n\n\n\n
Vytv\u00e1\u0159en\u00ed expertn\u00edho syst\u00e9mu je projekt, kter\u00fd vy\u017eaduje dobr\u00e9ho projektov\u00e9ho mana\u017eera. Mrkn\u011bte na moje tipy, jak se jim postupn\u011b m\u016f\u017eete st\u00e1t<\/a>.<\/p>\n\n\n\n
Jak\u00e9 jsou p\u0159\u00edklady dobr\u00fdch expertn\u00edch syst\u00e9m\u016f?<\/h2>\n\n\n\n
Dobr\u00fdm p\u0159\u00edkladem je pr\u016fzkumn\u00edk \u0159e\u0161en\u00ed Civil Resolution Tribunal v Britsk\u00e9 Kolumbii<\/strong>. Dostupn\u00fd je tady<\/a>, p\u0159i\u010dem\u017e se v n\u011bm \u010dlov\u011bk s pr\u00e1vn\u00edm probl\u00e9mem m\u016f\u017ee proklikat expertn\u00edm syst\u00e9mem, kter\u00fd mu pom\u016f\u017ee s t\u00edm, zda CRT m\u016f\u017ee jeho n\u00e1rok projednat, r\u016fzn\u00fdmi mo\u017enostmi \u0159e\u0161en\u00ed a obecn\u011bji se pokus\u00ed umo\u017enit sm\u00edrn\u00e9 \u0159e\u0161en\u00ed probl\u00e9mu.<\/p>\n\n\n\n
Expertn\u00ed syst\u00e9my jsou tak\u00e9 skv\u011bl\u00e9 pro poskytov\u00e1n\u00ed do ur\u010dit\u00e9 m\u00edry konkr\u00e9tn\u00edch rad<\/strong>, kter\u00e9 jsou tak n\u011bjak napasovan\u00e9 na konkr\u00e9tn\u00ed p\u0159\u00edpady. Dobr\u00fdm p\u0159\u00edkladem je Turbotax, americk\u00fd syst\u00e9m, kter\u00fd v\u00e1m pom\u016f\u017ee podat da\u0148ov\u00e9 p\u0159izn\u00e1n\u00ed.<\/p>\n\n\n\n
K \u010demu se pr\u00e1vn\u00ed expertn\u00ed syst\u00e9my nehod\u00ed?<\/h2>\n\n\n\n
Expertn\u00ed syst\u00e9m nelze moc efektivn\u011b pou\u017e\u00edt pro \u0159e\u0161en\u00ed probl\u00e9m\u016f, kter\u00e9 maj\u00ed mnoho otazn\u00edk\u016f a \u0161ed\u00fdch z\u00f3n.<\/p>\n\n\n\n
Pokud nem\u016f\u017eete d\u00e1t jasn\u00e9 instrukce, jak k c\u00edli, nem\u011bli byste vytv\u00e1\u0159et mapu.<\/strong><\/p>\n\n\n\n
Jen si to p\u0159edstavte: 10 minut budete n\u011bco klikat a na konci v\u00e1m stroj \u0159ekne: To z\u00e1le\u017e\u00ed.<\/em> UGH!<\/p><\/blockquote><\/figure>\n\n\n\n
Nav\u00edc mi nep\u0159ijde dobr\u00fd n\u00e1pad pou\u017e\u00edt expertn\u00ed syst\u00e9m v p\u0159\u00edpad\u011b, kdy m\u00e1te velk\u00e9 mno\u017estv\u00ed drobn\u00fdch odchylek a mo\u017enost\u00ed<\/strong>. It is not that it cannot be done – but depending on the value of your work, it would probably result in (i) a total workload overkill in creating and maintaining the system or (ii) a lot of to z\u00e1le\u017e\u00ed<\/em> , jak p\u00ed\u0161u v\u00fd\u0161e. Prost\u011b se p\u0159edem zamyslete nad pom\u011brem cena\/v\u00fdkon a rozhodn\u011bte se, zda to stoj\u00ed za to.<\/p>\n\n\n\n
Kone\u010dn\u011b si dejte pozor na regulaci v oblasti poskytov\u00e1n\u00ed pr\u00e1vn\u00edch slu\u017eeb a ochranu dat<\/strong>. V n\u011bkter\u00fdch zem\u00edch jsou podm\u00ednky pro to, co je pova\u017eov\u00e1no za pr\u00e1vn\u00ed slu\u017eby<\/em> daleko striktn\u011bj\u0161\u00ed, ne\u017e jinde. Extra pozornost v\u011bnujte tomu, jak\u00e1 data sb\u00edr\u00e1te a na jejich bezpe\u010dnost. Vyhn\u011bte se probl\u00e9m\u016fm, pros\u00edm.<\/p>\n\n\n\n
Jsou pr\u00e1vn\u00ed expertn\u00ed syst\u00e9my um\u011blou inteligenc\u00ed (AI)?<\/h2>\n\n\n\n
Stru\u010dn\u011b \u0159e\u010deno, to z\u00e1le\u017e\u00ed zejm\u00e9na na tom, kdo stroj z\u00e1sobuje mo\u017enostmi a odpov\u011b\u010fmi.<\/p>\n\n\n\n
Pokud strom sami vytv\u00e1\u0159\u00edte a aktualizujete a p\u00ed\u0161ete mo\u017enosti do programu \"natvrdo\", tak\u017ee ho bez v\u00e1s nikdo neuprav\u00ed a neiteruje, pak ne. <\/p>\n\n\n\n
Pokud v\u00e1\u0161 stroj pou\u017e\u00edv\u00e1 n\u011bjakou formu strojov\u00e9ho u\u010den\u00ed, aby s\u00e1m vytv\u00e1\u0159el dal\u0161\u00ed odpov\u011bdi a v\u011btven\u00ed va\u0161eho stromu, pak ano.<\/p>\n\n\n\n
Va\u0161e rozhodnut\u00ed, zda chcete investovat do toho, abyste m\u011bli ve sv\u00e9m expertn\u00edm syst\u00e9mu strojov\u00e9 u\u010den\u00ed, op\u011bt z\u00e1vis\u00ed na p\u0159idan\u00e9 hodnot\u011b, kterou v\u00e1\u0161 expertn\u00ed syst\u00e9m p\u0159inese.<\/p>\n\n\n\n
Jak\u00fd software m\u016f\u017eete pou\u017e\u00edt k vytvo\u0159en\u00ed expertn\u00edho syst\u00e9mu?<\/h2>\n\n\n\n
Existuj\u00ed mraky<\/em> zp\u016fsob\u016f, jak to ud\u011blat. N\u00ed\u017ee uveden\u00fd p\u0159ehled je jen rychl\u00fd seznam a v \u017e\u00e1dn\u00e9m p\u0159\u00edpad\u011b nen\u00ed vy\u010derp\u00e1vaj\u00edc\u00ed.<\/p>\n\n\n\n
- \n
- Jednodu\u0161e a mo\u017en\u00e1 trochu neuspo\u0159\u00e1dan\u011b<\/strong> – a set of websites connected via links, embedded forms<\/li>\n\n\n\n
- Pomoc\u00ed b\u011b\u017en\u00e9ho programovac\u00edho jazyka<\/strong> – with essentially any programming language from python, lisp, C++… to Scratch (I won’t get into too much detail here, but if you are interested in beginning your coding journey, mrkn\u011bte sem, jak na to<\/a>)<\/li>\n\n\n\n
- Pomoc\u00ed toho, co u\u017e m\u00e1te v pr\u00e1ci za existuj\u00edc\u00ed syst\u00e9my<\/strong> – Microsoft Automate or some app in PowerApps or AWS<\/li>\n\n\n\n
- S no-code aplikacemi optimalizovan\u00fdmi pro pr\u00e1vn\u00ed u\u017eivatele<\/strong> – BettyBlocks<\/a>, Bryter<\/a>, Josef<\/a>, LegalOS<\/a> (uvedeny abecedn\u011b, v\u00fdb\u011br op\u011bt z\u00e1vis\u00ed na cel\u00e9 \u0159ad\u011b faktor\u016f) a mnoho dal\u0161\u00edch<\/li>\n<\/ul>\n\n\n\n
Nakonec v\u017edy z\u00e1le\u017e\u00ed na va\u0161ich pot\u0159eb\u00e1ch a p\u0159\u00e1n\u00edch, na tom, jak v\u00e1\u017en\u011b to se sv\u00fdm botem mysl\u00edte, kolik toho um\u00edte, kolik jste ochotni investovat atd.<\/p>\n\n\n\n
Z\u00e1v\u011bre\u010dn\u00e1 ustanoven\u00ed<\/h2>\n\n\n\n
Expertn\u00ed syst\u00e9my mohou b\u00fdt opravdu z\u00e1sadn\u00edm pomocn\u00edkem, pokud jsou navr\u017eeny s rozmyslem<\/strong>.<\/p>\n\n\n\n
Hlavn\u011b se ujist\u011bte, \u017ee berete v \u00favahu svoje u\u017eivatele a jejich pot\u0159eby, a aktivn\u011b p\u0159em\u00fd\u0161lejte o sv\u00fdch p\u0159edsudc\u00edch a predispozic\u00edch<\/strong> (ide\u00e1ln\u011b s n\u011bk\u00fdm z jin\u00e9ho prost\u0159ed\u00ed).<\/p>\n\n\n\n
Pracovali jste n\u011bkdy s expertn\u00edm syst\u00e9mem v pr\u00e1vn\u00edm kontextu?<\/p>\n\n\n\n
U\u017e jste n\u011bkdy zu\u0159ili nad chatbotem, kter\u00fd byl t\u0159eba drz\u00fd nebo tot\u00e1ln\u011b mimo?<\/p>\n\n\n\n
Mysl\u00edte si, \u017ee je to dobr\u00fd zp\u016fsob, jak zajistit p\u0159\u00edstup k pr\u00e1vn\u00edm informac\u00edm?<\/p>\n\n\n\n
Dejte mi v\u011bd\u011bt v koment\u00e1\u0159\u00edch!<\/p>\n\n\n\n
Attorney@Code<\/p>","protected":false},"excerpt":{"rendered":"
Co to jsou expertn\u00ed syst\u00e9my? K \u010demu jsou dobr\u00e9? Jak je postavit? Jak\u00e9 jsou dobr\u00e9 a \u0161patn\u00e9 p\u0159\u00edklady jejich pou\u017eit\u00ed?<\/p>","protected":false},"author":101934133,"featured_media":1930,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"{title}\n\n{excerpt}\n\n{url}","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"_wpas_customize_per_network":false,"jetpack_post_was_ever_published":false},"categories":[729380646,731626029],"tags":[332,731625992,731626196,731626197,731626200,186,1305774,731626000,731626199,731626198],"class_list":["post-1890","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-innovation-doesnt-bite","category-legal-tech-encyclopaedia","tag-coding","tag-coding-lawyers","tag-expert-system","tag-expert-systems","tag-how-to-build-legal-tech","tag-innovation","tag-legal-tech","tag-legal-tech-cesky","tag-no-code","tag-no-code-legal-tech","entry"],"yoast_head":"\n
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