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Detecting Anti-Social Behaviour Through Sentiment Analysis of Roman Text on Social Media

Thesis Info

Access Option

External Link

Author

Fomia Irum

Institute

Virtual University of Pakistan

Institute Type

Public

City

Lahore

Province

Punjab

Country

Pakistan

Thesis Completing Year

2018

Thesis Completion Status

Completed

Subject

Software Engineering

Language

English

Link

http://vspace.vu.edu.pk/detail.aspx?id=170

Added

2021-02-17 19:49:13

Modified

2024-03-24 20:25:49

ARI ID

1676720984825

Similar


The automated Sentiment Analysis is widely used in many domains to detect the emotional content in text. This research work aims to detect emotions encapsulated by the writer by means of a combination of statistical analysis and machine learning methods. Many supervised and unsupervised sentiment analysis have been proposed in literature. Majority of these techniques works for English languages sentiment analysis. Whereas Pakistani people?s use roman Urdu for social media sites but there is no technique focusing on roman Urdu text. So, in this research, Ideveloped a model to detect antisocial behavior and define emotional state. The model is taking Roman Urdu feeds as input to help identify the user behavior/mood. An in-depth analysis is be provided by comparing the developed model with other state-of-the-art techniques to justify it in terms of efficiency and effectiveness. I design and implement new algorithm that will detect Anti Social Behavior on roman Urdu using sentiment analysis techniques.
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کارِ سعادت

کارِ سعادت
قیاس ذاتی کسی بھی اعتراض گزار کی بنیادی قوت ہوتی ہے جسے وہ شعور (خود ساختہ شعور جو آرٹ کے درجے میں ہے) کے ذریعے کسی معروضی حقیقتِ مطلق کو اپنے شعور کے مطابق قیاس کر کے مسرور ہوتا ہے تبھی کہا جاتا ہے خود سے یگانگی حقیقت سے بیگانگی کے مترادف ہوتی ہے۔ ہرہیچ مدان و ناتواں کو اپنے عقلِ کل ہونے کا زعم وقوف سے عاری کرتا ہے اس لیے مضحکہ خیز اعتراضات کو فتوحات گردانتا ہے۔ حالاں کہ راست علم ہمیشہ کسی واقعی معروض کی تمیز سے اٹھتا ہے یعنی موجود پر قوتِ امتیاز یا وجدانی ادراک کے ذریعے جوہر کے اسما و شناخت کا سفر طے کیا جاتا ہے۔ ہر چند ہر مذہب موضوعِ علم بننے کی پوری استطاعت رکھتا ہے۔ ہاں مگر ناظر کاصاحبِ وجدان ہونا ازحد ضروری ہوتا ہے۔ چوں کہ ہر قضیہ وجدانی ادراک کے متحرک ہونے سے جنم لیتا ہے۔ ہم زمان و مکان کا ادراک اسی استعداد کی تحریک سے کرتے ہیں۔ اسی لیے ایک طے شدہ امر ہے کہ شعور ِ علمی کی تشکیل میں خارجی معروض کا ہونا بنیادی حیثیت کا حامل ہے۔ اگر خارجی معروض اور اس سے منسوب شعورِ انسانی میں مطابقت نہ ہو تو قضیہ کے بجائے بے بنیاد مناقشات ظہور کرتے ہیں ،جن پہ خارجی واقعیت دلالت نہیں کرتی اور نتیجہ خیز حقانیت کی راہیں بھی برابر مسدود ہوتی جاتی ہیں۔ جب معترضین اپنے خود ساختہ علم کا قابلِ قبول شعور پیدا کرنے سے قاصر ہو جاتے ہیں تو اس کی غلط توجیہات پر قانع ہونے کے شعور سے بھی ہاتھ دھو بیٹھتے ہیں۔ اکثر یوں ہوتا ہے کہ نظریاتی تسکین جب بھی ضرورت سے زیادہ بڑھ جاتی ہے تو معیاری اور یقینی علم کو محال کر دیتی ہے۔
اعتراض محاذ تب بنتا ہے جب علمی کے بجائے ذاتی تسکین...

فلسطینی مستضعفین کی عصری صورتحال ایک جائزہ

The Muslims of today are overwhelmed and subjugated all over the world due to the bad intensions of colonizers. They are now called the oppressed people in the world. Especially the Muslims of Palestine are the main target of these colonialists, as Palestine is the controversial issue between the Muslims, Christians and Jews. It is the holy and sacred place for all of them. The Jews consider this place as their birthright and also due to their political and social self-interests they always tried to get their hold there by the oppression of Palestinian Muslims. The illegal Israeli (jews) state in Jerusalem is constantly oppressing the Muslims of Palestine. Due to this oppression these Palestinian Muslims are also called the oppressed people in the world. Today this problem of oppression in Palestine is more surpassing. Israeli (jews) people are persistently killing and forcing the muslims to leave this country. Palestinians are now immigrants and seekinf refuge from different countries but unhappily they are also in trouble and in pathetic condition. They are just helpless and even deprived of their basic rights. Keeping in view this scenario, in this article a brief review is given about the history and the present situation of oppression on Palestinian Muslims

Fixed Frequency Sliding Mode Control for Power Electronic Converters

In the modern era of industrialization, power electronic converters have gained key importance due to their wide range of applications such as; use in arc furnaces, in duction heating systems, variable speed drives of motors, power supplies of various electronic systems, fluorescent lamps, elevators and cooling systems. Furthermore, the low-cost proliferation of power electronic devices due to the technological de velopments in the semiconductor industry has made them an attractive choice for integrating renewable energy resources. They are the essential and integral part of the systems providing solutions to issues like voltage sag, swell, frequency reg ulation, current sharing among different renewable energy resources, power factor correction and voltage regulation in different types of micro-grids. In all the above-mentioned applications, the robustness of the system under dif ferent load and line conditions depend upon the control algorithm of the power electronic converters. This is why the research in the field of power electronics has been focused on the control of power converters during the last decade. Among different types of control techniques, Sliding Mode Control (SMC) is renowned for its disturbance rejection and parameter invariant nature which makes it an irre sistible choice for controlling such systems. However due to physical constraints of the switching components, ideal condition of infinite frequency cannot be sat isfied. This causes the system to operate at finite but time varying switching frequency which is a serious issue for power electronic converters as they consist of passive components whose size and value depends upon the switching frequency. Moreover, the time varying switching frequency degrades the power quality and causes electromagnetic interference (EMI) issues in case of grid connected power converters. In the first phase of this research, a fixed frequency sliding mode controller uti lizing an integral sliding manifold is designed to improve the dynamic response of the power converter regulating the grid voltage, in the presence of unknown x load condition and uncertain network parameter of the micro-grid. A special purpose test rig is designed to experimentally validate the results in comparison with conventional PI controllers. In the second phase of the research, the power quality issues regarding DC micro grids are addressed. Power quality issues have been widely discussed regarding AC power systems but discussion regarding DC power quality in micro-grids is rare in research community because in past power transmission was carried out using AC systems only. However, in the recent years DC grids and transmission has emerged as an attractive solution to integrate renewable energy resources. Hence, to enhance the power quality, a fixed frequency SMC is proposed with harmonic cancellation and chattering reduction, using a PI type sliding manifold. Experimental results are presented to validate the theoretical derivations using the test rig. Finally, a new method based upon filter extraction of the equivalent control is proposed to fix the switching frequency in power converters controlled by SMC. The technique is implemented on a boost converter and the results are presented in comparison with PWM-SMC. Rigorous mathematical analysis is provided along with experimental results to validate the proposed technique.