Analysis of the Quran with AI
I apologize for the possible "yellow" title, because I immediately turn to the point. In the course of the work, it was necessary to test the system that performs qualitative text analysis on various classifiers, such as gender, sentiment (mood), age, and so on. As one of the tested samples, I decided to take the surah from the Quran, and then analyzed the entire text of the manuscript.
Initially, there was a desire to "skip" the Quran through the notorious Watson , especially since the service allows you to analyze the text in Arabic. The first Sura Watson'om was rejected, because contained very little text, so it was decided to use the second one . The results were informative, but not quite what was required, since Watson does not give estimates by sentiment, sex and age.
After processing Surah Al Baqarah, Watson presented the numerical values of the main characteristics of the author of the text, which can be viewed in JSON format.
Absolute introvert (almost closed), with a narrow emotional range, pronounced impulsivity. Ready to try something new. Disciplined and compulsory. Altruism, modesty, sympathy and kindness are not found. High degree of gullibility. It expresses the urgent need for love, harmony, closeness and organization of the schedule. He attaches importance to traditions and achievements within the framework of generally accepted social standards. Not interested in helping others and enjoying life.
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Watson
Initially, there was a desire to "skip" the Quran through the notorious Watson , especially since the service allows you to analyze the text in Arabic. The first Sura Watson'om was rejected, because contained very little text, so it was decided to use the second one . The results were informative, but not quite what was required, since Watson does not give estimates by sentiment, sex and age.
After processing Surah Al Baqarah, Watson presented the numerical values of the main characteristics of the author of the text, which can be viewed in JSON format.
Absolute introvert (almost closed), with a narrow emotional range, pronounced impulsivity. Ready to try something new. Disciplined and compulsory. Altruism, modesty, sympathy and kindness are not found. High degree of gullibility. It expresses the urgent need for love, harmony, closeness and organization of the schedule. He attaches importance to traditions and achievements within the framework of generally accepted social standards. Not interested in helping others and enjoying life.
')
Json
( 285 , . 285 , ).
{
"id": "*UNKNOWN*",
"source": "*UNKNOWN*",
"tree": {
"id": "r",
"name": "root",
"children": [
{
"id": "personality",
"name": "Big 5",
"children": [
{
"id": "Extraversion_parent",
"name": "Extraversion",
"category": "personality",
"percentage": 0,
"children": [
{
"id": "Openness",
"name": "Openness",
"category": "personality",
"percentage": 0.7401994172490934,
"sampling_error": 0.0632961745,
"children": [
{
"id": "Adventurousness",
"name": "Adventurousness",
"category": "personality",
"percentage": 0.99,
"sampling_error": 0.0531619985
},
{
"id": "Artistic interests",
"name": "Artistic interests",
"category": "personality",
"percentage": 0.01376496058079709,
"sampling_error": 0.1084097325
},
{
"id": "Emotionality",
"name": "Emotionality",
"category": "personality",
"percentage": 0,
"sampling_error": 0.049707709
},
{
"id": "Imagination",
"name": "Imagination",
"category": "personality",
"percentage": 0.99,
"sampling_error": 0.0672327285
},
{
"id": "Intellect",
"name": "Intellect",
"category": "personality",
"percentage": 0.99,
"sampling_error": 0.0588966455
},
{
"id": "Liberalism",
"name": "Authority-challenging",
"category": "personality",
"percentage": 0.99,
"sampling_error": 0.0869470685
}
]
},
{
"id": "Conscientiousness",
"name": "Conscientiousness",
"category": "personality",
"percentage": 0.9123376288115044,
"sampling_error": 0.079482993,
"children": [
{
"id": "Achievement striving",
"name": "Achievement striving",
"category": "personality",
"percentage": 0.9259149497833751,
"sampling_error": 0.102722867
},
{
"id": "Cautiousness",
"name": "Cautiousness",
"category": "personality",
"percentage": 0.99,
"sampling_error": 0.09507552899999999
},
{
"id": "Dutifulness",
"name": "Dutifulness",
"category": "personality",
"percentage": 0.009847553196768501,
"sampling_error": 0.063380138
},
{
"id": "Orderliness",
"name": "Orderliness",
"category": "personality",
"percentage": 0.00951030345654535,
"sampling_error": 0.0730250425
},
{
"id": "Self-discipline",
"name": "Self-discipline",
"category": "personality",
"percentage": 0.7957300993092047,
"sampling_error": 0.048516363
},
{
"id": "Self-efficacy",
"name": "Self-efficacy",
"category": "personality",
"percentage": 0.031706902665228645,
"sampling_error": 0.096044686
}
]
},
{
"id": "Extraversion",
"name": "Extraversion",
"category": "personality",
"percentage": 0,
"sampling_error": 0.059340869500000004,
"children": [
{
"id": "Activity level",
"name": "Activity level",
"category": "personality",
"percentage": 0,
"sampling_error": 0.0810636685
},
{
"id": "Assertiveness",
"name": "Assertiveness",
"category": "personality",
"percentage": 0,
"sampling_error": 0.0866103315
},
{
"id": "Cheerfulness",
"name": "Cheerfulness",
"category": "personality",
"percentage": 0,
"sampling_error": 0.10896341150000001
},
{
"id": "Excitement-seeking",
"name": "Excitement-seeking",
"category": "personality",
"percentage": 0,
"sampling_error": 0.083409996
},
{
"id": "Friendliness",
"name": "Outgoing",
"category": "personality",
"percentage": 0.004154940124177926,
"sampling_error": 0.078376899
},
{
"id": "Gregariousness",
"name": "Gregariousness",
"category": "personality",
"percentage": 0.006610468323581309,
"sampling_error": 0.059563857
}
]
},
{
"id": "Agreeableness",
"name": "Agreeableness",
"category": "personality",
"percentage": 0.99,
"sampling_error": 0.100387345,
"children": [
{
"id": "Altruism",
"name": "Altruism",
"category": "personality",
"percentage": 0.00835173524008939,
"sampling_error": 0.073512979
},
{
"id": "Cooperation",
"name": "Cooperation",
"category": "personality",
"percentage": 0.99,
"sampling_error": 0.0826257435
},
{
"id": "Modesty",
"name": "Modesty",
"category": "personality",
"percentage": 0,
"sampling_error": 0.058549201499999995
},
{
"id": "Morality",
"name": "Uncompromising",
"category": "personality",
"percentage": 0.99,
"sampling_error": 0.06559944549999999
},
{
"id": "Sympathy",
"name": "Sympathy",
"category": "personality",
"percentage": 0.00899654205884867,
"sampling_error": 0.101299643
},
{
"id": "Trust",
"name": "Trust",
"category": "personality",
"percentage": 0.99,
"sampling_error": 0.059132582
}
]
},
{
"id": "Neuroticism",
"name": "Emotional range",
"category": "personality",
"percentage": 0.12553186654101073,
"sampling_error": 0.094767615,
"children": [
{
"id": "Anger",
"name": "Fiery",
"category": "personality",
"percentage": 0.009857823702785023,
"sampling_error": 0.0976305695
},
{
"id": "Anxiety",
"name": "Prone to worry",
"category": "personality",
"percentage": 0.10522549628333466,
"sampling_error": 0.0574906605
},
{
"id": "Depression",
"name": "Melancholy",
"category": "personality",
"percentage": 0.0012238948047045572,
"sampling_error": 0.061626443999999996
},
{
"id": "Immoderation",
"name": "Immoderation",
"category": "personality",
"percentage": 0.25656958950189773,
"sampling_error": 0.0550395485
},
{
"id": "Self-consciousness",
"name": "Self-consciousness",
"category": "personality",
"percentage": 0.06392969963372698,
"sampling_error": 0.0593781605
},
{
"id": "Vulnerability",
"name": "Susceptible to stress",
"category": "personality",
"percentage": 0.10113758876238299,
"sampling_error": 0.088768721
}
]
}
]
}
]
},
{
"id": "needs",
"name": "Needs",
"children": [
{
"id": "Ideal_parent",
"name": "Ideal",
"category": "needs",
"percentage": 0.003832960708229936,
"children": [
{
"id": "Challenge",
"name": "Challenge",
"category": "needs",
"percentage": 0.6100166548928185,
"sampling_error": 0.086264993
},
{
"id": "Closeness",
"name": "Closeness",
"category": "needs",
"percentage": 0.8251348807632928,
"sampling_error": 0.08506778699999999
},
{
"id": "Curiosity",
"name": "Curiosity",
"category": "needs",
"percentage": 0.6427034487726155,
"sampling_error": 0.1232055355
},
{
"id": "Excitement",
"name": "Excitement",
"category": "needs",
"percentage": 0.005544228138235261,
"sampling_error": 0.11254523300000001
},
{
"id": "Harmony",
"name": "Harmony",
"category": "needs",
"percentage": 0.99,
"sampling_error": 0.112534116
},
{
"id": "Ideal",
"name": "Ideal",
"category": "needs",
"percentage": 0.003832960708229936,
"sampling_error": 0.10201695250000001
},
{
"id": "Liberty",
"name": "Liberty",
"category": "needs",
"percentage": 0.5752122746131392,
"sampling_error": 0.1490213055
},
{
"id": "Love",
"name": "Love",
"category": "needs",
"percentage": 0.99,
"sampling_error": 0.103592588
},
{
"id": "Practicality",
"name": "Practicality",
"category": "needs",
"percentage": 0.99,
"sampling_error": 0.089956072
},
{
"id": "Self-expression",
"name": "Self-expression",
"category": "needs",
"percentage": 0.009886632263973901,
"sampling_error": 0.083656981
},
{
"id": "Stability",
"name": "Stability",
"category": "needs",
"percentage": 0.011545403965898251,
"sampling_error": 0.109521769
},
{
"id": "Structure",
"name": "Structure",
"category": "needs",
"percentage": 0.99,
"sampling_error": 0.0821582255
}
]
}
]
},
{
"id": "values",
"name": "Values",
"children": [
{
"id": "Self-transcendence_parent",
"name": "Self-transcendence",
"category": "values",
"percentage": 0,
"children": [
{
"id": "Conservation",
"name": "Conservation",
"category": "values",
"percentage": 0.99,
"sampling_error": 0.069950964
},
{
"id": "Openness to change",
"name": "Openness to change",
"category": "values",
"percentage": 0.008825493504679734,
"sampling_error": 0.0660268375
},
{
"id": "Hedonism",
"name": "Hedonism",
"category": "values",
"percentage": 0.008326985786020414,
"sampling_error": 0.140913567
},
{
"id": "Self-enhancement",
"name": "Self-enhancement",
"category": "values",
"percentage": 0.765277368499976,
"sampling_error": 0.10627466249999999
},
{
"id": "Self-transcendence",
"name": "Self-transcendence",
"category": "values",
"percentage": 0,
"sampling_error": 0.0846075525
}
]
}
]
}
]
},
"warnings": [
{
"id": "WORD_COUNT_MESSAGE",
"message": "There were 285 words in the input. We need a minimum of 3,500, preferably 6,000 or more, to compute statistically significant estimates"
}
]
}, «» , , , Watson .
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switch (intervalFor(valuesList[0].percentage)) {
case 0:
sentence = format(tphrase('You are relatively unconcerned with both %s and %s'), term1, term2) + '.';
break;
case 1:
sentence = format(tphrase("You don't find either %s or %s to be particularly motivating for you"), term1, term2) + '.';
break;
}uClassify
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Source: https://habr.com/ru/post/308082/
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