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"Twitter is a social media application, which can give a sign for identifying user emotion. Identification of user emotion can be utilized in commercial domain, health, politic, and security problems. The problem of emotion identification in twit is the unstructured short text messages which lead the difficulty to figure out main features. In this paper, we propose a new framework for identifying the tendency of user emotions using specific features, i.e. hashtag, emoji, emoticon, and adjective term. Preprocessing is applied in the first phase, and then user emotions are identified by means of classification method using kNN. The proposed method can achieve good results, near ground truth, with accuracy of 92%.

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Sebuah tweet dapat mengandung dan menggambarkan kecenderungan emosi seseorang. Penelitian me-ngenai identifikasi emosi dapat diterapkan pada domain komersial, kesehatan, politik, dan keamanan. Teks pendek yang tidak terstruktur dalam data tweet menyebabkan sulit menemukan fitur-fitur penting. Pada pe-nelitian ini diusulkan sebuah model baru untuk mengidentifikasi kecenderungan emosi pengguna Twitter menggunakan fitur khusus yaitu hashtag, emoji, emoticon, dan kata sifat. Tahap awal dilakukan prepro-cessing, kemudian identifikasi emosi pengguna dengan metode klasifikasi. Hasil penelitian ini mempunyai kecenderungan emosi yang mendekati ground truth dengan akurasi 92% menggunakan kNN."

"ABSTRAK Inside Out merupakan sebuah film yang menggambarkan pengaturan sistem pikiran manusia. Film ini menampilkan ilustrasi dari proses perkembangan psikologis yang terjadi pada alam bawah sadar menurut teori Freud mengenai kepribadian. Teori ini ditampilkan melalui sebuah penggambaran alegori melalui ilustrasi mekasime pikiran manusia yang rumit dengan melakukan personifikasi pada karakter-karakter yang mengatur sistem tersebut. Masalah yang difokuskan pada film ini adalah dominasi sebuah emosi, yaitu Joy, dalam mengontrol Riley. Dominasi yang cenderung menekan peran emosi lain dianggap sebagai sebuah mekanisme pertahanan untuk melindungi Riley dari perasaan tidak menyenangkan. Dalam film ini, mekanisme pertahanan dideskripsikan tidak hanya sebagai respon normal manusia yang muncul saat menghadapi bahaya dan ketakutan, tetapi juga sebagai sebuah sistem yang dapat memengaruhi pengembangan kepribadian seseorang dan kehidupan emosinya. Dengan menggunakan analisis tekstual, penelitian ini mengungkap peran dari mekanisme pertahanan dalam proses penngembangan kepribadian berdasarkan teori Freud. Hasil dari penelitian ini menunjukkan bahwa mekanisme pertahanan dapat memengaruhi proses identifikasi dalam proses pengembangan kepribadian seseorang.ABSTRACT Inside Out has become a significant movie which depicts how human mind system is regulated. This movie delivers the illustrations of psychological development processes that happen in the subconscious mind according to Freud?s theory of personality. This theory is reflected in this movie through an allegorical depiction by illustrating the mechanism of human mind as a sophisticated system with various personified characters that handle the tasks. The problem that is highlighted in this movie is that one of the emotions, Joy, dominates the control of Riley. Her domination which impedes other emotions? roles can be considered as the mechanism of defense in protecting Riley from unpleasant feelings. In this movie, the defense mechanisms are described not only as normal responses of human that occur when facing threat and fear, but also as a system that can affect the development of one's personality and the emotional life. By using textual analysis, this paper unveils the roles of defense mechanisms in the process of personality development by using Freud?s theoretical framework. The outcome of this research is that defense mechanisms can affect the identification process in developing one?s personality.;Inside Out has become a significant movie which depicts how human mind system is regulated. This movie delivers the illustrations of psychological development processes that happen in the subconscious mind according to Freud?s theory of personality. This theory is reflected in this movie through an allegorical depiction by illustrating the mechanism of human mind as a sophisticated system with various personified characters that handle the tasks. The problem that is highlighted in this movie is that one of the emotions, Joy, dominates the control of Riley. Her domination which impedes other emotions? roles can be considered as the mechanism of defense in protecting Riley from unpleasant feelings. In this movie, the defense mechanisms are described not only as normal responses of human that occur when facing threat and fear, but also as a system that can affect the development of one's personality and the emotional life. By using textual analysis, this paper unveils the roles of defense mechanisms in the process of personality development by using Freud?s theoretical framework. The outcome of this research is that defense mechanisms can affect the identification process in developing one?s personality.;Inside Out has become a significant movie which depicts how human mind system is regulated. This movie delivers the illustrations of psychological development processes that happen in the subconscious mind according to Freud?s theory of personality. This theory is reflected in this movie through an allegorical depiction by illustrating the mechanism of human mind as a sophisticated system with various personified characters that handle the tasks. The problem that is highlighted in this movie is that one of the emotions, Joy, dominates the control of Riley. Her domination which impedes other emotions? roles can be considered as the mechanism of defense in protecting Riley from unpleasant feelings. In this movie, the defense mechanisms are described not only as normal responses of human that occur when facing threat and fear, but also as a system that can affect the development of one's personality and the emotional life. By using textual analysis, this paper unveils the roles of defense mechanisms in the process of personality development by using Freud?s theoretical framework. The outcome of this research is that defense mechanisms can affect the identification process in developing one?s personality.;Inside Out has become a significant movie which depicts how human mind system is regulated. This movie delivers the illustrations of psychological development processes that happen in the subconscious mind according to Freud?s theory of personality. This theory is reflected in this movie through an allegorical depiction by illustrating the mechanism of human mind as a sophisticated system with various personified characters that handle the tasks. The problem that is highlighted in this movie is that one of the emotions, Joy, dominates the control of Riley. Her domination which impedes other emotions? roles can be considered as the mechanism of defense in protecting Riley from unpleasant feelings. In this movie, the defense mechanisms are described not only as normal responses of human that occur when facing threat and fear, but also as a system that can affect the development of one's personality and the emotional life. By using textual analysis, this paper unveils the roles of defense mechanisms in the process of personality development by using Freud?s theoretical framework. The outcome of this research is that defense mechanisms can affect the identification process in developing one?s personality."