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Изходен канал @clockstackwheels · Post #704 · 17.12

Я всегда был уверен, что системы рекомендаций работают так плохо, потому что это слишком сложная задача. Владельцы площадок бьются с алгоритмами, машинным обучением, деревьями решений и взвешенными суммами, но получается всё равно херня, и человеку могут рекомендовать нерелевантный бред (и, что ещё хуже — не рекомендовать интересный для него контент). Кажется, хорошо работают только рекомендации на Ютубе, но этому есть объяснение: контент на Ютубе более длительный и дорогой. Его сложнее производить, он выходит реже. Качественный ролик на Ютубе не будет говном практически независимо от темы, на которую он снят. А ещё меньшее число объёмных роликов проще кластеризовать и можно предлагать пользователю в небольших количествах. Но если мы откроем YouTube Shorts (это очередной аналог тиктока с короткими вертикальными видео), то заметим, что качество рекомендаций упало сразу на два порядка: какие-то тупые попсовые шутки, "удивительные" факты из жизни, завлекающие отрывки из фильмов "код смотри в телеграм-канале", озвучка анекдотов и прочий мусор. Алгоритмы уже совсем не справляются с тем, чтобы предложить что-то годное, не говоря уже о релевантности конкретно мне, хотя история моих просмотров и вкусов Ютубу, очевидно, известна. Тем не менее, иногда разработчики могут не только не уметь, но и не хотеть писать нормальные рекомендации. Вот ВК предложил мне BadComedian в блоке "Интересные авторы". Оставим в стороне, что Бэдкомендиан это ютубер, и у него в ВК в лучшем случае будут репосты ссылок на Ютуб. Но мне предлагают не паблик, а личную страницу.... на которой не было записей с сентября 2021 года. Нет совершенно никакого смысла быть подписанным на личную страницу Бэдкомедиана сейчас. Кажется, единственный критерий, на котором основывались эти рекомендации: общее число подписчиков. Как должны работать рекомендации на самом деле? Алгоритмически я бы оценивал частоту постов (кстати, чрезмерно частые это тоже плохо, должно работать в минус), оценивал бы, является пост просто публикацией внешней ссылки на другой ресурс, является ли репостом паблика, и смотрел бы, сколько прошло времени с последней записи на странице автора. Наверное, в качестве коэффициента с небольшим весом можно добавить ещё объём контента в посте и активность людей (лайки + комментарии). Причём, делается это достаточно просто, никакой ML не нужен. Даже такая оценка, не берущая в расчёт тематику страницы, всё равно лучше, чем "Просто покажем людей, на которых когда-то подписалось куча народу, и им до сих пор лень отписаться после прекращения активности автора". По крайней мере теперь меня не удивляет, что хвалёные Клипы постоянно подсовывают мне какой-то подростковый шлак вместо крутых видео с полётами на FPV-квадрокоптерах. YouTube Shorts по крайней мере пару раз такие вещи предлагал, а вот Клипы вообще ни разу (станицу Клипов я не открываю, разумеется, но в ленте новостей встречаются блоки с автовоспроизведением). Кстати, на скрине есть второй автор — Стас "Ай как просто". Его банят на Ютубе за критику западной модели текущих событий, и он пишет: "Буду создавать каналы-однодневки, куда деваться". То есть у него даже мысли не возникает, что какая-то ещё площадка может служить его целям. Ну с таким отношением других площадок к рекомендациям — понятно. #web

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Journey to Fluency

@fluencyinenglish · Post #7410 · 12.11.2019 г., 06:31

#vocabulary #collocations #effect @fluencyinenglish @ieltsstrategies 🤞Sharing is caring🤞 ❇️Effect 🔹side effect an unwanted and unplanned effect that something has – used especially (about drugs and medical treatment) Common side effects of the drug may include headaches and muscle pains. 🔹after effects bad effects that continue for a long time after the thing that caused them A traumatic experience can have severe psychological after-effects war. 🔹repercussions /ˌriːpəˈkʌʃəns $ -pər-/ the effects that happen later as a result of an event or decision, especially a range of effects that continue for a long time The scandal could have serious repercussions for her career.The judge’s decision is likely to have important repercussions for future cases of this kind. 🔹a knock-on effect used when something has an effect on something, which then has an effect on something else Higher oil prices have a knock-on effect on other fuels ❇️VERBS have an effect on something/somebody Eating junk food will eventually have an effect on your health. 🔹have the effect of doing somethingThe news had the effect of making everyone feel better. 🔹produce an effect formalIf we combine these sounds, they produce an effect that is almost jazzy. 🔹feel an effect (=notice it)Small companies will feel the effect of the recession first. 🔹lessen/reduce an effect (=make an effect smaller or less severe)The government must take action to reduce the effects of pollution. 🔹cushion the effect of something(=make it less bad)Lower mortgage rates will cushion the effect of rising house prices. 🔹an effect lasts (=continues)The effect of the drug lasts about six hours. 🔹an effect wears off (=gradually stops)The effect of the anaesthetic was beginning to wear off. ❇️ADJECTIVES 🔹big/majorThe teachers’ strike had a big effect on many schools. 🔹significant/substantial/marked (=quite big)Global warming could have a significant effect on agriculture in many parts of the world. 🔹profound/powerful (=very big, in a way that changes someone or something significantly )My father’s death had a profound effect on me. 🔹dramatic (=very big and sudden)Taking the new drug had a dramatic effect on his health. 🔹negligible/minimal formal (=very small)The advertising campaign had a negligible effect on demand. 🔹immediate (=quick and sudden)The announcement had an immediate effect on stock prices. good Inflation can sometimes have some good effects on the economy. @fluencyinenglish @ieltsstrategies 🔹positive/beneficial (=good, or helping someone or something in some way)The incident had a very positive effect on his career.badWorking too hard was beginning to have a bad effect on my health. 🔹negative/detrimental (=bad or harmful)the negative effects of low rainfall @fluencyinenglish @ieltsstrategies 🔹harmful/damaging (=causing harm or damage to something or someone)the harmful effects of drinking too much alcoholSome of the effects can be quite damaging. 🔹visible/noticeable (=an effect that you can clearly see)He drank five beers, but they did not seem to have any visible effect on him. @fluencyinenglish @ieltsstrategies 🔹the adverse effects formal (=the bad effects)No one told them about the adverse effects of smoking marijuana. 🔹the long-term/short-term effect(=having an effect for a long or short time)Many boxers suffer with the long-term effects of punches to the head. @fluencyinenglish @ieltsstrategies 🔹a knock-on effect (=an effect that is caused by something that has happened before)The strike could have a knock-on effect at other airports. @fluencyinenglish @ieltsstrategies 🔹a cumulative effect (=the effect of many things happening one after the other)The cumulative effect of these policies will be to push up inflation. 🔹the desired effect (=the effect you want) @fluencyinenglish @ieltsstrategies 🔹the full effect (=the whole effect) 🔹a calming/soothing effect (=one that makes you feel less angry, excited, or nervous) @fluencyinenglish @ieltsstrategies

Journey to Fluency

@fluencyinenglish · Post #6435 · 14.09.2018 г., 12:15

#vocabulary #collocations #effect @fluencyinenglish @ieltsstrategies 🤞Sharing is caring🤞 ❇️Effect 🔹side effect an unwanted and unplanned effect that something has – used especially (about drugs and medical treatment) Common side effects of the drug may include headaches and muscle pains. 🔹after effects bad effects that continue for a long time after the thing that caused them A traumatic experience can have severe psychological after-effects war. 🔹repercussions /ˌriːpəˈkʌʃəns $ -pər-/ the effects that happen later as a result of an event or decision, especially a range of effects that continue for a long time The scandal could have serious repercussions for her career.The judge’s decision is likely to have important repercussions for future cases of this kind. 🔹a knock-on effect used when something has an effect on something, which then has an effect on something else Higher oil prices have a knock-on effect on other fuels ❇️VERBS have an effect on something/somebody Eating junk food will eventually have an effect on your health. 🔹have the effect of doing somethingThe news had the effect of making everyone feel better. 🔹produce an effect formalIf we combine these sounds, they produce an effect that is almost jazzy. 🔹feel an effect (=notice it)Small companies will feel the effect of the recession first. 🔹lessen/reduce an effect (=make an effect smaller or less severe)The government must take action to reduce the effects of pollution. 🔹cushion the effect of something(=make it less bad)Lower mortgage rates will cushion the effect of rising house prices. 🔹an effect lasts (=continues)The effect of the drug lasts about six hours. 🔹an effect wears off (=gradually stops)The effect of the anaesthetic was beginning to wear off. ❇️ADJECTIVES 🔹big/majorThe teachers’ strike had a big effect on many schools. 🔹significant/substantial/marked (=quite big)Global warming could have a significant effect on agriculture in many parts of the world. 🔹profound/powerful (=very big, in a way that changes someone or something significantly )My father’s death had a profound effect on me. 🔹dramatic (=very big and sudden)Taking the new drug had a dramatic effect on his health. 🔹negligible/minimal formal (=very small)The advertising campaign had a negligible effect on demand. 🔹immediate (=quick and sudden)The announcement had an immediate effect on stock prices. good Inflation can sometimes have some good effects on the economy. @fluencyinenglish @ieltsstrategies 🔹positive/beneficial (=good, or helping someone or something in some way)The incident had a very positive effect on his career.badWorking too hard was beginning to have a bad effect on my health. 🔹negative/detrimental (=bad or harmful)the negative effects of low rainfall @fluencyinenglish @ieltsstrategies 🔹harmful/damaging (=causing harm or damage to something or someone)the harmful effects of drinking too much alcoholSome of the effects can be quite damaging. 🔹visible/noticeable (=an effect that you can clearly see)He drank five beers, but they did not seem to have any visible effect on him. @fluencyinenglish @ieltsstrategies 🔹the adverse effects formal (=the bad effects)No one told them about the adverse effects of smoking marijuana. 🔹the long-term/short-term effect(=having an effect for a long or short time)Many boxers suffer with the long-term effects of punches to the head. @fluencyinenglish @ieltsstrategies 🔹a knock-on effect (=an effect that is caused by something that has happened before)The strike could have a knock-on effect at other airports. @fluencyinenglish @ieltsstrategies 🔹a cumulative effect (=the effect of many things happening one after the other)The cumulative effect of these policies will be to push up inflation. 🔹the desired effect (=the effect you want) @fluencyinenglish @ieltsstrategies 🔹the full effect (=the whole effect) 🔹a calming/soothing effect (=one that makes you feel less angry, excited, or nervous) @fluencyinenglish @ieltsstrategies

Journey to Fluency

@fluencyinenglish · Post #6256 · 16.07.2018 г., 10:31

#collocations #effect #vocabulary @ieltsstrategies @fluencyinenglish لغت effect هم ‌در رایتینگ و سپیکینگ معمولا کاربرد زیادی در آزمون آیلتس پیدا می کند. زیرا، در برخی از سوالات از ما خواسته میشه که تاثیرات یک سری عوامل را چه از لحاظ منفی و‌چه مثبت توضیح دهیم. در ادامه کالوکیشن های مهم که همراه با effect می آیند را برای شما آورده ایم. @ieltsstrategies @fluencyinenglish ✅Crippling/destructive/damaging effect تاثیر مخرب @ieltsstrategies @fluencyinenglish ✅ culminative effect تاثیر کلی ✅ To ease the effect of sth عواقب/اثرات .... را کاهش دادن. @ieltsstrategies @fluencyinenglish ✅Ameliorate/cushion/lessen/minimize/reduce the effect of sth اثر/تاثیر چیزی را کاستن @ieltsstrategies @fluencyinenglish ✅marginal/negligible/subtle effect تاثیر ناچیز @ieltsstrategies @fluencyinenglish ✅lasting effects تاثیرات ماندگار @ieltsstrategies @fluencyinenglish ✅knock-on effect تاثیر نا مطلوب، پی آمدهای ناگوار @ieltsstrategies @fluencyinenglish ✅ yo-yo effect نوسان، ترقی و تنزل ✅ undesirable effect اثر نامطلوب @ieltsstrategies @fluencyinenglish ✅ permanent/lasting/ long term effect تاثیر دایمی @ieltsstrategies @fluencyinenglish

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