{"id":95924,"date":"2020-10-05T01:42:16","date_gmt":"2020-10-04T23:42:16","guid":{"rendered":"https:\/\/prohoster.info\/blog\/administrirovanie\/progulka-po-grablyam-10-kriticheskih-oshibok-razrabotki-testa-dlya-proverki-znanij"},"modified":"2020-10-05T01:42:16","modified_gmt":"2020-10-04T23:42:16","slug":"progulka-po-grablyam-10-kriticheskih-oshibok-razrabotki-testa-dlya-proverki-znanij","status":"publish","type":"post","link":"https:\/\/prohoster.info\/et\/blog\/administrirovanie\/progulka-po-grablyam-10-kriticheskih-oshibok-razrabotki-testa-dlya-proverki-znanij","title":{"rendered":"Mugavus: 10 kriitilist testi arenduse viga teadmiste kontrollimiseks","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p><noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/skillfactory\/blog\/519748\/\"><img decoding=\"async\" alt=\"Mugavus: 10 kriitilist testi arenduse viga teadmiste kontrollimiseks\" src=\"\/wp-content\/uploads\/2020\/10\/e3547e90a2a706eaf5c29ea9498a1331.jpeg\" style=\"display:block;margin: 0 auto;\" \/><\/a><\/noindex><br \/>\nEnne uuele Machine Learning Advanced kursusele registreerimist testime tulevasi tudengeid, et m\u00e4\u00e4rata nende ettevalmistuse tase ja m\u00f5ista, mida neile kursuse ettevalmistamiseks pakkuda. Kuid tekib dilemma: \u00fchelt poolt peame kontrollima andmeteaduse teadmisi, teiselt poolt ei saa me korraldada t\u00e4ielikku 4 tunni eksamit.<\/p>\n<p>Selle \u00fclesande lahendamiseks oleme loonud TestDev tiimi otse andmeteaduse kursuste arendamise meeskonnas (ja tundub, et see on alles algus). Tutvustame teile nimekirja 10 \u201egpadest\u201d, kuhu astutakse testide v\u00e4ljat\u00f6\u00f6tamisel teadmiste hindamiseks. Loodame, et see muudab online-\u00f5ppe maailma natuke paremaks.<br \/>\n<noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><\/p>\n<h2>Graple 1: Testimise eesm\u00e4rkide t\u00e4psustamata j\u00e4tmine<\/h2>\n<p>\nKuidas selgelt m\u00e4\u00e4rata eesm\u00e4rke ja koostada test, mis neid arvesse v\u00f5tab, peame planeerimise etapis endale mitmele k\u00fcsimusele vastama:<\/p>\n<ol>\n<li>Mida me t\u00f5eliselt kontrollime?\u00a0<\/li>\n<li>Millises keskkonnas testi l\u00e4bi viiakse ja milliseid mehhanisme kasutatakse? Millised on selle keskkonna piirangud? See punkt aitab m\u00f5ista ka seadme tehnilisi n\u00f5udeid, millega testimist l\u00e4bi viiakse, ning sisu n\u00f5udeid (nt kui testitakse telefonide kaudu, peavad pildid olema loetavad isegi v\u00e4ikese ekraani peal ja neid tuleb v\u00f5imaldada suurendada jne).<\/li>\n<li>Kui kaua testimine kestab? Tuleb l\u00e4bi m\u00f5elda, millistes tingimustes kasutaja testi l\u00e4bib. Kas on v\u00f5imalik, et tal tuleb testimise protsess katkestada ja p\u00e4rast seda j\u00e4tkata?<\/li>\n<li>Kas tagasiside antakse? Kuidas seda kujundatakse ja edastatakse? Mida on selle saamiseks vaja? Kas testi sooritamise ja tagasiside vahel on ajavahe?<\/li>\n<\/ol>\n<p>\nMeie juhul vastates nendele k\u00fcsimustele m\u00e4\u00e4ratlesime testi jaoks j\u00e4rgmised eesm\u00e4rgid:<\/p>\n<ol>\n<li>Test peab n\u00e4itama, kas tulevased \u00fcli\u00f5pilased on kursuse l\u00e4bimiseks valmis ja kas neil on piisavalt teadmisi ja oskusi.<\/li>\n<li>Test peaks olema meile tagasiside allikaks, n\u00e4idates teemat, milles \u00fcli\u00f5pilased on eksinud, et nad saaksid oma teadmisi t\u00e4iendada. Kuidas seda koostada \u2014 r\u00e4\u00e4gime edasi.<\/li>\n<\/ol>\n<p><\/p>\n<h2>Vale 2: Ei koostata eksperdi jaoks T\u00d5-d \u2014 testi koostaja jaoks<\/h2>\n<p>\nTesti \u00fclesannete koostamisel on v\u00e4ga oluline kaasata ekspert antud valdkonnas, mille teadmisi testitakse. Eksperdile on vajalik ka arusaadav T\u00d5 (kirjeldus), mis h\u00f5lmab testi teemasid, testitavaid teadmisi\/oskusi ja nende taset. <\/p>\n<p>Ekspert ei tee sellist T\u00d5-d endale ise, kuna tema t\u00f6\u00f6 on \u00fclesannete v\u00e4ljam\u00f5tlemine, mitte testi struktuuri loomine. Eriti kuna v\u00e4he inimesi arendab professionaalselt teste, isegi \u00f5ppet\u00f6\u00f6s. Sellega \u00f5petatakse eraldi erialal \u2014 ps\u00fchhomeetrikas.<\/p>\n<p><i>Kui soovite kiiresti ps\u00fchhomeetrikaga tutvuda, siis Venemaal on<noindex><a rel=\"nofollow\" href=\"https:\/\/letnyayashkola.org\/testovaya\/\"> suvekool<\/a><\/noindex> k\u00f5igile huvilistele. S\u00fcvitsi minekuks on Hariduste instituudis <noindex><a rel=\"nofollow\" href=\"https:\/\/www.hse.ru\/ma\/psyedu\/\">magistrikraad<\/a><\/noindex> ja doktorikraad.<\/i><\/p>\n<p>T\u00d5 koostamisel kogume eksperdi jaoks \u00fcksikasjaliku testi kirjelduse (ja veel parem, koos temaga): \u00fclesannete teemad, \u00fclesannete t\u00fc\u00fcp ja nende arv.<\/p>\n<p>Kuidas valida \u00fclesannete t\u00fc\u00fcpi: otsustades teemade \u00fcle, milliseid \u00fclesandeid on k\u00f5ige parem kontrollida? Klassikalised variandid: avatud vastustega \u00fclesanne, mitme- v\u00f5i \u00fchekordse valiku \u00fclesanne, vastavused jne. (\u00e4rme unusta tehnilisi piiranguid keskkonnas, kus testimist viiakse l\u00e4bi!). P\u00e4rast \u00fclesannete t\u00fc\u00fcbi m\u00e4\u00e4ratlemist ja fikseerimist on meil valmis spetsifikatsioon eksperdile.<\/p>\n<h2>Kamm 3: \u00c4ra kaasata eksperti testi arendamisse<\/h2>\n<p>\nEksperdi kaasamisel testi arendamisse on v\u00e4ga oluline mitte lihtsalt m\u00e4\u00e4ratleda talle \"t\u00f6\u00f6maht\", vaid kaasata ta ise arendusprotsessi.<\/p>\n<p>Kuidas tagada, et t\u00f6\u00f6 ekspertidega oleks v\u00f5imalikult t\u00f5hus:<\/p>\n<ul>\n<li>Etten\u00e4htavalt seadistada tema ja kulutada natuke aega testi arendamise teaduse, ps\u00fchhomeetria tutvustamiseks.<\/li>\n<li>Keskenduda eksperdi t\u00e4helepanu kehtiva ja usaldusv\u00e4\u00e4rse hindamisvahendi loomisele, mitte k\u00fcsimuste loendi koostamisele.<\/li>\n<li>Selgitada, et tema t\u00f6\u00f6 sisaldab ettevalmistusfaasi, mitte ainult \u00fclesannete v\u00e4ljat\u00f6\u00f6tamist.<\/li>\n<\/ul>\n<p>\nM\u00f5ned eksperdid (oma olemuse t\u00f5ttu) v\u00f5ivad seda tajuda kui oma t\u00f6\u00f6 kontrollimist, ja neile selgitame, et isegi suurep\u00e4raste \u00fclesannete koostamisel v\u00f5ivad need lihtsalt mitte sobida konkreetsete testimise eesm\u00e4rkidega.<\/p>\n<p>Kuna protsess kulgeb kiiresti, koostame ekspertidega teemade katvuse tabeli (teadmiste ja oskuste), mis on osa testi spetsifikatsioonist. Just see tabel v\u00f5imaldab t\u00e4pselt t\u00f6\u00f6tada k\u00fcsimustega ja m\u00e4\u00e4ratleda, mida me m\u00f5\u00f5dame. Igas konkreetses juhus v\u00f5ib see olla koostatud veidi erinevalt. Meie \u00fclesanne on kontrollida, kui h\u00e4sti inimene orienteerub varasemate, p\u00f5hikursuste teadmistest ja oskustest, et m\u00f5ista, kui valmis ta on uue kursuse \u00f5ppimiseks. <\/p>\n<h2>Kivi 4: Arvata, et ekspert \u00abteab paremini\u00bb<\/h2>\n<p>\nTeema on h\u00e4sti selge. Kuid mitte alati on selgelt seletatud. On v\u00e4ga oluline kontrollida \u00fclesannete s\u00f5nastust. Kirjutada arusaadavad juhised, n\u00e4iteks: \u201eValige 1 \u00f5ige variant.\u201d 90% ekspertidest koostavad k\u00fcsimusi nii, nagu nad ise m\u00f5istavad. Ja see on normaalne. Kuid enne testi andmist neile, kes seda l\u00e4bivad, tuleb k\u00f5ik \u00fcle vaadata ja korrigeerida, et inimesed, kes testi l\u00e4bivad, saaksid kindlalt aru, mida neilt n\u00f5utakse, ja ei teeks vigu vaid seet\u00f5ttu, et nad v\u00f5ivad \u00fclesande teksti valesti t\u00f5lgendada.<\/p>\n<p>Kaksikk\u00e4situste v\u00e4ltimiseks viime l\u00e4bi \u201ekognitiivseid laboratooriume\u201d. Palume sihtr\u00fchma inimestel test l\u00e4bida, r\u00e4\u00e4kides valjusti sellest, mida nad m\u00f5tlevad, ja fikseerime selle detailselt. \u201eKognitiivsetes laboratooriumides\u201d saab \u201ep\u00fc\u00fcdma\u201d arusaamatud k\u00fcsimused, halvad s\u00f5nastused ja esimese tagasiside testi kohta.<\/p>\n<h2>Pettumus 5: Ei arvesse v\u00f5tta testi sooritamise aega<\/h2>\n<blockquote><p>iroonia re\u017eiim: sisse<br \/>\nMuidugi on meie test parim, k\u00f5ik unistavad sellest l\u00e4bi minna! Jah, t\u00e4pselt 4 tundi.<br \/>\niroonia re\u017eiim: v\u00e4lja\n<\/p><\/blockquote>\n<p>Kui on olemas loetelu k\u00f5igest, mida v\u00f5iks kontrollida, siis peamine on seda mitte teha (esmapilgul k\u00f5lab see kummalisena, eks?). Tuleb halastamatult k\u00e4rpida, tuues v\u00e4lja koos ekspertidega olulised teadmised ja oskused (jah, mitmeid oskusi saab ka testis kontrollida). Vaatame \u00fclesannete t\u00fc\u00fcpe ja arvutame sihtajaga t\u00e4itmist: kui aeg \u00fcletab m\u00f5istlikud piirid \u2014 k\u00e4rpige!<\/p>\n<p>Koguse v\u00e4hendamiseks v\u00f5ib proovida (\u00f5rnalt) \u00fche \u00fclesande kaudu kontrollida kahte oskust. Sel juhul on keeruline m\u00f5ista, miks inimene eksis, kuid \u00f5igesti sooritades saab arvesse v\u00f5tta m\u00f5lemaid oskusi. On oluline veenduda, et need 2 oskust kuuluvad \u00fchte teadmiste valdkonda. <\/p>\n<h2>Pettus 6: Punktis\u00fcsteemi v\u00e4ljat\u00f6\u00f6tamise ignoreerimine<\/h2>\n<p>\nTihti, kui koostame hindamiskatseid, kasutame klassikalist hindamiss\u00fcsteemi punktide jagamisel, n\u00e4iteks 1 punkt kergete \u00fclesannete eest ja 2 punkti keerukamate \u00fclesannete eest. Kuid see ei ole universaalne. Lihtsalt punktide summa testimise tulemuste p\u00f5hjal ei \u00fctle meile palju: me ei tea, milliste \u00fclesannete eest need punktid on saadud ja saame m\u00e4\u00e4rata vaid korrektsete \u00fclesannete arvu. Meil on vajalik t\u00e4pne arusaam, milliseid konkreetseid oskusi testi osalejad demonstreerivad. Lisaks soovime anda neile tagasisidet, milliseid teemasid tuleks rohkem arendada.<\/p>\n<p>Kuna teeme testi, mis jagab inimesi valmis ja mittevalmis programmiga edasi minema, on m\u00f5nel inimesel soovitus valmistuda tasuta koolituseks. Meie jaoks on oluline, et sellesse r\u00fchma kuuluksid ainult need, kellele see t\u00f5eliselt vajalik on ja kes on valmis.<\/p>\n<p>Mida me selles olukorras teeme: m\u00e4\u00e4ratleme testiarendajate t\u00f6\u00f6r\u00fchmas, milliseid inimesi on vaja eristada (n\u00e4iteks need, kes on \u00f5ppimiseks valmis, osaliselt valmis) ja vormime nende gruppide omaduste tabeli, m\u00e4rkides \u00e4ra, millised oskused ja teadmised on aktuaalsed \u00f5ppimisvalmis gruppide jaoks. Nii saab moodustada selliste testide \u00fclesannete \"keerukuse\".<\/p>\n<h2>K\u00fcsimused 7: Hindame tulemusi ainult automaatselt<\/h2>\n<p>\nMuidugi peab hindamine olema v\u00f5imalikult objektiivne, seega hinnatakse osa \u00fcli\u00f5pilaste materjalidest automaatselt, \"v\u00f5tmete\" alusel - v\u00f5rreldes v\u00f5imalike \u00f5igete vastustega. Isegi kui pole spetsiaalset testimiss\u00fcsteemi, leidub palju tasuta lahendusi. Ja kui on arusaam skriptide kirjutamise printsiipidest, siis Google'i vormide ja tabelite tulemuste abil saab teha mida iganes. Kui osa \u00fclesandeid hindavad eksperdid, peame hoolikalt l\u00e4bima, kuidas toimetada ekspertidele vastuseid, ilma teabeta neile, kes vastasid. Ja m\u00f5tlema, kuidas integreerida ekspertide kontrolli tulemused l\u00f5pphindamisse.<\/p>\n<p>Me algasime teha mitmeid avatud \u00fclesandeid koodiga, kui eksperdid hindavad lahendusi eelnevalt kindlaksm\u00e4\u00e4ratud kriteeriumide alusel, ja isegi valmistasime ette s\u00fcsteemi, mis eksportib testimise osalejate eraldi vastused spetsiaalsesse tabelisse ekspertidele ning siis impordib tulemused hindamistabelisse. Kuid p\u00e4rast arutelusid sihtr\u00fchma esindajate, tootjajuhiga ja \u00f5pikujundajaga leidsime, et tehnilise intervjuu l\u00e4bi viimine koos eksperdi kohese tagasisidega ja koodi ning individuaalsete k\u00fcsimuste arutamine oleks palju t\u00f5husam ja kasulikum osalejatele endile. <\/p>\n<p>N\u00fc\u00fcd kinnitab ekspert testi edukust, t\u00e4psustades teatud k\u00fcsimusi. Selleks oleme koostanud k\u00fcsimuste juhendi ja hindamiskriteeriumid tehniliseks intervjueerimiseks. Enne tehnilist intervjuud saab ekspert osaleja vastuste kaardi, et valida v\u00e4lja k\u00fcsimused, mida k\u00fcsida.<\/p>\n<h2>K\u00fcbarad 8: Testitulemusi mitte seletada<\/h2>\n<p>\nTagasiside andmine osalejatele on eraldi teema. Me peame mitte ainult teavitama testide tulemustest, vaid ka selgitama nende tulemuste sisu.<br \/>\nNeed v\u00f5ivad olla:\u00a0<\/p>\n<ul>\n<li>\u00dclesanded, kus osaleja eksis, kuid need, mida ta \u00f5igesti sooritas.<\/li>\n<li>Teemad, mille osas osaleja tegi vigu.<\/li>\n<li>Tema reiting eksamit sooritanute seas.<\/li>\n<li>Osaleja taseme kirjeldus, vastavalt n\u00e4iteks spetsialistide taseme kirjeldusele (tuginedes t\u00f6\u00f6kuulutustele).<\/li>\n<\/ul>\n<p>\nMeie testi pilotprojekti k\u00e4igus n\u00e4itasime programmiga liituda soovijatele koos tulemustega ka nimekirja teemadest, mida tuleks t\u00e4iustada. Kuid see pole muidugi ideaalne, me p\u00fc\u00fcame pidevalt t\u00e4iustuda ja tagasisidet paremaks muuta.<\/p>\n<h2>Pettumuse p\u00f5hjused 9: Testi mitte arutada arendajatega.<\/h2>\n<p>\nV\u00f5ib-olla on need k\u00f5ige teravamad pettumuse p\u00f5hjused, millele jalgade alla astumine on eriti ebameeldiv \u2014 saata arendajatele test, kirjeldus ja hindamiskaala seisundis \u00abnagu on\u00bb.<br \/>\nMis vajab arutelu:<\/p>\n<ul>\n<li>K\u00fcsimuste v\u00e4limus, struktuur, graafika paigutus, kuidas n\u00e4eb v\u00e4lja \u00f5ige vastuse valik.<\/li>\n<li>Kuidas punktide arvutamine k\u00e4ib (kui see on vajalik), kas ei ole t\u00e4iendavaid tingimusi.<\/li>\n<li>Kuidas tagasisidet kujundatakse, kust v\u00f5tta tekste, ega ole lisaks automaatselt genereeritud blokke.<\/li>\n<li>Milliseid lisainformatsioone peate koguma ja millal (samad kontaktid).<\/li>\n<\/ul>\n<p>\nArusaamatuste v\u00e4ltimiseks palume meie arendajatel kodeerida 2 v\u00f5i 3 erinevat k\u00fcsimust, et saaksime enne testi programmeerimist n\u00e4ha, kuidas need v\u00e4lja n\u00e4evad.<\/p>\n<h2>K\u00e4hmlus 10: Testimata, otse tootmisse laadimine.<\/h2>\n<p>\nKolm korda, poisid, test peab olema kolme erineva inimese poolt kontrollitud, veel parem \u2014 iga\u00fche poolt kolm korda. See t\u00f5de on v\u00e4lja teenitud vere, higi ja koodi pikslitega. <\/p>\n<p>Meie test kontrollib sellist triaadi:<\/p>\n<ol>\n<li>Tootjad \u2014 kontrollivad testi funktsionaalsust, v\u00e4limust ja mehhanisme.<\/li>\n<li>Testi arendaja \u2014 kontrollib \u00fclesannete tekste, nende j\u00e4rjekorda, t\u00f6\u00f6viisi, \u00fclesannete t\u00fc\u00fcpe, \u00f5igeid vastuseid, loetavust ja graafika normaalset vaatamist.<\/li>\n<li>\u00dclesannete autor (ekspert) \u2014 kontrollib testi \u00f5igsust eksperdi seisukohalt.<\/li>\n<\/ol>\n<p>\nN\u00e4ide praktikaalalt: alles kolmandal korral, kui autor \u00fclesandeid jooksutas, m\u00e4rkas ta, et 1 \u00fclesanne j\u00e4i vana s\u00f5nastuse varianti. K\u00f5iki eelnevaid muudeti aktiivselt. Kuid kui test kodeeriti, tundus see teisiti, kui alguses ette kujutati. Suure t\u00f5en\u00e4osusega peab midagi muutma. Seda tuleb arvesse v\u00f5tta.<\/p>\n<h2>Kokkuv\u00f5te<\/h2>\n<p>\nKavalalt v\u00e4ltides k\u00f5iki neid \u201elangeb\u201d, l\u00f5ime me eraldi <noindex><a rel=\"nofollow\" href=\"https:\/\/teleg.run\/SkillTedbot?start=restart_BLZJkUuo\">Telegrami boti<\/a><\/noindex>, et kontrollida sisseastujate teadmisi. Iga\u00fcks, kes soovib, saab seda testida, kui me valmistame ette j\u00e4rgmist materjali, milles r\u00e4\u00e4gime, mis toimus boti sees ja kuidas see k\u00f5ik hiljem teisteks muutus.<\/p>\n<blockquote><p><noindex><a rel=\"nofollow\" href=\"https:\/\/skillfactory.ru\/?utm_source=infopartners&amp;utm_medium=habr&amp;utm_campaign=banner&amp;utm_term=regular&amp;utm_content=banner\"><img decoding=\"async\" alt=\"Mugavus: 10 kriitilist testi arenduse viga teadmiste kontrollimiseks\" src=\"\/wp-content\/uploads\/2020\/10\/7d6245756b99f06c516a6df2dc9d77ad.jpeg\" style=\"display:block;margin: 0 auto;\" \/><\/a><\/noindex><br \/>\nSaada endale n\u00f5utav amet nullist v\u00f5i Level Up oskustes ja palgas, l\u00e4bides SkillFactory veebikursuseid:<\/p>\n<ul>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/skillfactory.ru\/ml-programma-machine-learning-online?utm_source=infopartners&amp;utm_medium=habr&amp;utm_campaign=ML&amp;utm_term=regular&amp;utm_content=021020\">Kursus Machine Learning'ist<\/a><\/noindex> (12 n\u00e4dalat)<\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/skillfactory.ru\/ml-and-dl?utm_source=infopartners&amp;utm_medium=habr&amp;utm_campaign=MLDL&amp;utm_term=regular&amp;utm_content=021020\">Edasij\u00f5udnud kursus \u201eMachine Learning Pro + Deep Learning\u201c<\/a><\/noindex> (20 n\u00e4dalat)<\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/skillfactory.ru\/math_and_ml?utm_source=infopartners&amp;utm_medium=habr&amp;utm_campaign=MATML&amp;utm_term=regular&amp;utm_content=021020\">Kursus \u201eMatemaatika ja Machine Learning Data Science'i jaoks\u201c<\/a><\/noindex> (20 n\u00e4dalat)<\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/skillfactory.ru\/data-scientist?utm_source=infopartners&amp;utm_medium=habr&amp;utm_campaign=DST&amp;utm_term=regular&amp;utm_content=021020\">Data Sciencei amet \u00f5ppimine nullist<\/a><\/noindex> (12 kuud)<\/li>\n<\/ul>\n<p><\/p>\n<p>                        <b 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