Asekyed n tifin n yiḥulfan

Anta talɣa n wudem i twaliḍ? Mṣada iwudam akked: yefraḥ, yeḥzen, yexḍeb, yettagad, yehwa-d, yesserɣay neɣ d amagnu. 2 n tesdatin, ilelli, ulac ajerred. Wigi d iwudam yettwarnan s uselkim n yimdanen ur nelli ara.

Sɣur tarbaɛt n HelibrainIɛawed-as asenqed Robert(Taglizt), anelmad n doctorate deg biophysiqueYeffeɣ-d Asenqed aneggaru n

D acu i yesɛedday usenqed-a n tifin n yiḥulfan?

Urar-a isɛeddi-d acḥal n tikwal iɣer yisem i tferneḍ yemṣada d talɣa i yettwamḍen deg wudem yettwarnan. Kra n talɣiwin d tifessusin, tiyaḍ d tiǧehhiden. Tifin n talɣa yettwamḍen tettak-d tawuri tameẓẓyant ɣef tifin n umdan s waddad-is: wudem kan ur d-yettak ara s tɣawla talɣa n daxel n yiwen [2]. Aswir-ik yessefhem-d iwudam-a, mačči tazmert-ik n tmetti merra.

Isalen ɣef tɣawsa s wudem afessas

  • Tawuri: af-d talɣa i yettwamḍen deg 21 n wudmawen.
  • Isemmaḍen: yefraḥ, yeḥzen, yexḍeb, yettagad, yehwa-d, yesserɣay d amagnu.
  • Tazmert: talɣiwin tifessusin, talemmast d tiǧehhiden, akked wudmawen imagnuyen. Wigi d isemmalen n usegzi, mačči d iswiren imsenkaden n psychology.
  • Agmuḍ-ik: amḍan n yiɣezzfan, tifin yelhan s talɣa, d tazmert n talɣa.
  • Tiwlafin: iwudam yettwarnan s uselkim n yimdanen ur nelli ara. Ulac kamera, tiwlafin neɣ isallen udmawanen ara tefked.

Amek i tedduḍ deg wurar

  1. Ǧǧ tiwlafin ad d-ɛeddin, sakin bdu mi ara tiliḍ iheggaḍ.
  2. Wali wudem. Fren anida yella yisemmel yemṣadan akter. Sit ɣef tqeffalt neɣ seqdec taqeffalt-is s wemḍan.
  3. Kemmel armi ad tfakkeḍ asefru. Isemmaḍen qqimen deg yideg-nsen. Ulac lbaṭel n tɣawla, u yir tiririt ur tettwasefrah ara deg wurar.
  4. ɣer tasleḍt. Ma teǧǧiḍ tab i wakud n wurar, attekki-ik ad ifak akken ad tizmireḍ ad talseḍ.

Seqdec agdil yelhan, tafat ara k-yeǧǧen ad t-twaliḍ s rahat, akked lunette-ik yal ass ma tesriḍ. Atilifun d uselkim n uḍebsi sɛan yiwudam d usismel yiwen, maca tiddi n tewlaft tezmer ad tesɛu azal deg tifin n talɣa tafessust. Tawuri-a tamwalant ur tezmir ara ad tettwasegzi s tewlafin i yimsellin n ugdil.

Amek ara teɣreḍ agmuḍ-ik

Amḍan n yiɣezzfan d amur n wudmawen anda tferneḍ isemmel i yettwamḍen. Yettwamḍen yesɛa azal: wigi d talɣiwin yettwarnan, u tezmer talɣa ad tettban d ur nettwasemmi ara, xas ma win tt-yebnan yefren-as isem. Taggayin d ifranen deg wurar-a, mačči d claim belli yal yiḥulfu n umdan yettwasemmal s 7 n tɣersiwin.

Yal taggayt d uswir n tazmert sɛan kan kra n wudmawen. Amgired gar-asen yezmer ad yili seg tewlafin d yimdanen imaynuten, mačči seg tazmert neɣ tazmert taruḥant n yiwen. Amagnu d taggayt iman-is, mačči d talɣa tafessust n yal aḥulfu. Talseḍ asenqed n webrid aqesran-a, ad t-id-yesɛeddi s uɛeddi.

Mi ara kemmlen waṭas n yimttekkiyen iwakken ad yili uzref deg lqem-a, ad d-nessken tasfift n umṣada ddaw, amagnu neɣ nnig s usemṣada akked yimttekkiyen-nniḍen i yebdan tikkelt tamezwarut deg lqem yiwen, ur nessersi ara tikliwin yettwaseknen. Send waya, agmuḍ ad d-yessefhem acḥal n tikliwin izerfen i d-yettwajmaɛen. Imdanen-a ur d-ttaken ara amedya amagnu n yimdanen merra. Tasfift-a mačči d aswir n tmusni n yiḥulfan neɣ d aḥulfu n wid-nniḍen.

D acu i t-id-yettak uselmed d acu ur t-id-yettak ara

Schlegel d Scherer ɣran-d ɣef GERT-S, asekyed awezlan n Geneva i tifin n yiḥulfan. Iseqdac-d iwudam yettwarnan s tawlaft d imesli, anda tella talɣa n wudem, n tfekka d n taɣect, i yessefrak aṭas n yiḥulfan [1]. D amedya yelhan i usefhem belli tifin n yiḥulfan tesɛa aṭas n wugar n usismel n wudmawen kan. Urar-nneɣ iseqdac kan iwudam n tewlafin immutten, mačči d GERT-S.

Barrett akked yimyura-nniḍen senqden-d tilisa n tifin n yiḥulfan seg uslaḍ n wudem: talɣiwin beddilen seg yiwen ɣer wayeḍ, seg waddad ɣer wayeḍ, d seg temnaḍt ɣer tayeḍ; yiwen uslaḍ yezmer ad yesɛu anamek yemgaraden [2]. Deg tudert n yal ass, addad d wayen i d-yenna umdan sɛan azal.

Iwudam-nneɣ yettwarnan ur llin ara d isemɣan n unadi yettwasenqden. Ur nesseqdac ara taffa n wudmawen n unadi neɣ tiwlafin n yimdanen n tidet. Nwala iwudam s wallal amezwaru iwakken ad nessiɣzi imseɣliyen d talɣiwin i nebɣa, maca taffa d yisemmalen n tazmert ur ttwasenqden ara s uswir aneggaru ilelli. Iswiren n unadi i d-yeffɣen ur ttwaseqdacen ara dagi.

Isteqsiyen i d-yettuɣalen

D asekyed n EQ neɣ n aḥulfu n wid-nniḍen?

Ala. Isismel-d amṣada akked talɣiwin i yettwamḍen deg taffa n tewlafin. Ur isenqed ara tmusni n yiḥulfan merra, aḥulfu n wid-nniḍen, tmagit neɣ tazmert n usefhem n tiktiwin n umdan-nniḍen.

Tzemmer talɣa n wudem ad iyi-tessefhem amek i yeḥulfu yiwen?

Wudem yezmer ad d-yefk yiwen n usefru, maca iman-is ur d-yettak ara akken iwata amek i yeḥulfu umdan. Addad, taɣect, amussu n tfekka, akked wayen i d-yenna umdan iman-is ad k-ɛiwnen ad tfehmeḍ acu iḍerrun [2].

Acuɣer d awezɣi ad nessemgired gar ugad d uhewwel?

Talɣiwin deg wurar-a zemrent ad sɛunt tignatin yemgaraden, am wallen i yeldin aṭas. Tiwlafin tifessusin ttakent-d cwiṭ kan n isekkiren yelhan. Amgired deg tiririt-ik ad k-d-yini amek i tsemmiḍ tawlaft-a, mačči acḥal i tfehmeḍ yimdanen s umata.

D iwudam n yimdanen n tidet?

Ala. D iwudam yettwarnan s uselkim n yimdanen ur nelli ara, s talɣiwin i yettwamḍen s lebɣi. Ur k-netteǧǧ ara ad tazneḍ tawlaft neɣ ad tesremdeḍ kamera.

Zemreɣ ad smideɣ agmuḍ-iu akked win n umeddukkel?

Ih. Taqeffalt n beṭṭu tefka-d aseɣwen ɣer yiwudam d usismel yiwen, akked amḍan n yiɣezzfan-ik. Amḍan deg useɣwen yettwabeṭṭun ur yettwasenqed ara s uswir aneggaru. Smideɣ-ten i wurar kan, ma yella cfuḍ belli asemres yezmer ad ibeddel igmuḍen.

Agmuḍ ummid d ilelli?

Ih, ulac amiḍan neɣ lexlaṣ.

Isekyaden icudden

Wali akk 43 n yisekyaden n uqerruy ilelliyen

Tebɣiḍ ad tɛerḍeḍ fell-as yal ass? Asnas n Helibrain (s tanglizt akka tura) yesɛa amtan ilelli d yamtanen s lexlaṣ.

Bder asebter-a d aɣbalu: Asekyed n tifin n yiḥulfan. Helibrain. 2026. https://helibrain.com/kab/emotion-recognition-test. CC BY 4.0.

How this test works

This game asks you to name the expression on a face. You see 21 computer-generated portraits of people who don't exist, one at a time, and pick the closest of seven labels: happy, sad, angry, fearful, surprised, disgusted or neutral. Some expressions are subtle and some are strong. There is no clock and no speed bonus. Your score is the share of portraits where your label matched the intended one. Psychology labs have used face-labelling tasks like this since the late 1960s.

Version 1 · Cite this test:

Helibrain (2026). Emotion recognition test, v1. https://helibrain.com/emotion-recognition-test/methods

Full method →

Iɣbula

  1. Schlegel K, Scherer KR (2016). Introducing a short version of the Geneva Emotion Recognition Test (GERT-S): Psychometric properties and construct validation. Behavior Research Methods 48:1383–1392. pubmed.ncbi.nlm.nih.gov/26416137/
  2. Barrett LF, Adolphs R, Marsella S, Martinez AM, Pollak SD (2019). Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements. Psychological Science in the Public Interest 20(1):1–68. pubmed.ncbi.nlm.nih.gov/31313636/

Amek nga tasna-agi: tira sɣur tarbaɛt n Helibrain, seg tezrawin i d-yettwabedren nnig, u yettwasenqed sɣur Robert(Taglizt) (anelmad n doctorate deg biophysique) ass n 4 Nunembeṛ 2026. Ad tt-nesseɣti mi ara bedlen yiɣbula.