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Building Modeling for Unstructured Data Analysis Using Big Data Processing Technology (빅데이터 처리 기술을 활용한 비정형데이터 분석 모델링 구축)

  • Kim, Jung-Hoon;Kim, Sung-Jin;Kwon, Gi-Yeol;Ju, Da-Hye;Oh, Jae-Yong;Lee, Jun-Dong
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2020.07a
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    • pp.253-255
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    • 2020
  • 기업 및 기관 데이터는 워드프로세서, 프레젠테이션, 이메일, open api, 엑셀, XML, JSON 등과 같은 텍스트 기반의 비정형 데이터로 구성되어 있습니다. 텍스트 마이닝(Textmining)을 통해서 자연어 처리 및 기계학습 등의 기술을 이용하여 정보의 추출부터 요약·분류·군집·연관도 분석 등의 과정을 수행울 진행한다. 다양한 시각화 데이터를 보여줄 수 있는 다양한 모델 구축을 진행한 후 민원 신청 내용을 분석 및 변환 작업을 진행한다. 본 논문은 AI 기술과 빅데이터를 활용하여 민원을 분석을 하여 알맞은 부서에 민원을 자동으로 할당해 주는 기술을 다룬다.

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A study on Mohun(慕軒) Gang, pil-shin(姜必愼)'s life and Literature (모헌(慕軒) 강필신(姜必愼)의 생애와 문학연구)

  • Maeng, young-ill
    • (The)Study of the Eastern Classic
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    • no.69
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    • pp.205-232
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    • 2017
  • In the former half of the 18th century, For this period the literary people who led the literature of Nam'in were Sadaebu named the so-called Munoepa. There were Gang Pak(姜樸), Lee In-bok(李仁復), Lee Jung-hwan, Oh Gwang-un(吳光運), and Gang Pil-shin(姜必愼) in Munoepa(門外派). All these people as Sadaebu of Nam'in kept company with families of each other, had close relations from early childhood, and shared with same opinions in various ways like politics, culture, etc. They had intimate relationships not only in politics but also in literature, and primarily acted their part regarding the development of literary circles in the first half of the 18th century. Many individual poets who achieved the outstanding literary accomplishment appeared in the late period of Joseon Dynasty, especially in the eighteenth and nineteenth centuries. They actively made progress in their literary works with Sisa. The poets in similar positions had the Sisa to show their literary ability and check on their view about the literature. They briskly tried to express their own literary intention in activities of Sisa. Gang Pil-shin is a literary representative of the late period of Joseon Dynasty Nam'in. Through the exchange relationship of Gang Pil-shin, we can confirm certain aspects of his literary world. People who have tied up with Gang Pil-shin are largely divided into three. First, it is a literary person in Geungi Nam'in literati, typified by Backryeonsidan, Jinju Gang family, Gyeongsang Provinces area that was a place of residence. The exchanges of Gang Pil-shin were done via a poetry club. a poetry club was basically conducted mainly on relatives such as Gang Pak. However, the members of a poetry club changed according to the area where you live. Gang Pil-shin made a poetry club while coming back and forth between Seoul and Gyeongsang Provinces. This means that Gang Pil-shin also had special attention as Geungi Nam'in (近畿 南人), but also had a positive nature as Yeongnam south person. A closer look at what linguistics of Gang Pil-shin Geungi Nam'in and Yeongnam Nam'in had special characteristics late period of Joseon Dynasty It is possible to confirm the special characteristics of Seoul and the local literary exchange. For this reason, it seems that more detailed examination of the literature of Gang Pil-shin is necessary.

Effects of Wheelchair Back Support and Ischial Pad on Neck, Trunk Angle and Chest Expansion in Stroke Patients (휠체어 허리 지지대와 궁둥 패드가 뇌졸중 환자의 목, 몸통 각도 및 가슴우리 확장에 미치는 영향)

  • An, Jae-Young;Jeon, Kyung-Soo;Choi, Hye-Jin;Park, Jae-Hong;Kwon, Jeong-Eun;Shin, Ji-Yeon;Sin, Han-Sol;Gwon, Ji-Su;Jeong, Hye-Ji;Park, Shin-Jun
    • Journal of Digital Convergence
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    • v.16 no.8
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    • pp.301-309
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    • 2018
  • The purpose of this study was to investigate the immediate effect of lumbar support and ischial pad on neck, trunk angle and chest expansion for stroke patients using wheelchair. Fifteen stroke patients were measured repeatedly when a lumbar support using(L support), a Ischial pad using(I Pad), a Lumbar support with ischial pad using(L With I), and non using it(Non using). The measurement of the neck and trunk angle was confirmed using a mobile phone camera, and chest expansion was performed using a tapeline. L With I increased significantly in neck and trunk angle and lower chest expansion than non using. This study shows that simultaneous use of lumbar support and ischial pad for stroke patients using wheelchair can increase the neck and trunk angle, chest expansion immediately. Future studies will need to identify more long-term changes by continuing intervention with more subjects.

A Case Report of Gaegyeolseogyeong-tang Treatment of a Female Patient with a Tension Type Headache (개결서경탕(開結舒經湯)을 투여한 긴장형 두통 여성 환자 치험례 1례)

  • Lee, Yu-ra;Oh, Ju-hyun;Kong, Geon-sik;Song, Jin-young;Park, Jin-hun;Kim, So-won;Kang, Man-ho;Lee, Hyung-chul;Eom, Gook-hyun;Song, Woo-sub;Lim, Su-yeon
    • The Journal of Internal Korean Medicine
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    • v.41 no.5
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    • pp.705-716
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    • 2020
  • Objective: Tension Type Headache is the most common primary headache, and the prevalence is highest among people in their thirties. The 2009 domestic headache epidemiological survey indicated a prevalence rate of 30.8% per year. The patients often complain of feeling "as if they are tightening their head or wearing a band." No other symptoms, such as nausea and vomiting, accompany the headache, and the physical and neurological findings are normal. Korean medicine treatment of tension type headache is mainly with acupuncture, not herbal medicine. In the present study, a patient with tension type headache was admitted to the Korean medicine hospital for treatment. We report on the patient's progress and the effects of the herbal treatment. Methods: The patient was treated with Gaegyeolseogyeong-tang, acupuncture, herbal acupuncture therapy, and physical therapy. We used the Korean Headache Impact Test-6 and Numeric Rating Scale to assess changes in tension type headache symptoms. Results: The patient was diagnosed with Qi-stagnation syndrome (氣滯證) and Ganyangsanghang-headache (肝陽上亢頭痛). The patient was hospitalized for 42 days and showed recovery from the tension type headache without any adverse events. Conclusion: Patients with tension type headache could be treated with Korean medicine.

The Effect of Korean Medical Treatment on the Overactive Bladder Syndrome with Coughing: Case Report (기침을 동반한 과민성 방광 증후군에 대한 한방 치료 1례)

  • Oh, Ju-hyun;Lee, Yu-ra;Song, Jin-young;Kong, Geon-sik;Park, Jin-hun;Kim, So-won;Kang, Man-ho;Lee, Hyung-chul;Eom, Guk-hyeon;Song, Woo-sub
    • The Journal of Internal Korean Medicine
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    • v.41 no.5
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    • pp.724-733
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    • 2020
  • Objective: Overactive bladder syndrome refers to the symptom of frequent urination, as the function of the bladder is so sensitive that the bladder muscles contract regardless of the patient's intent and the patient feels the need to urinate quickly. Overactive bladder syndrome is common among the elderly, especially in women, and the prevalence increases with increasing age. Overactive bladder can decrease social activity, increase isolation, and decrease quality of life due to sleep disorders caused by night urination; therefore, active treatment is required. In this study, we report the effects of Korean medical treatment on a Korean hospital patient with overactive bladder symptoms, including urine frequency, urine incontinence, and night urination that began at a similar time to an onset of coughing. Methods: We treated the patient with herbal medicines and acupuncture therapy. The International Prostate Symptom Score (IPSS), Overactive Bladder Symptom Score (OABSS), and a numeric rating scale (NRS) were used to assess symptom changes. Results: The patient with urine frequency, urine incontinence, and nocturia was hospitalized for 8 days, and the overall symptoms of overactive bladder syndrome were improved. Conclusion: The results indicate that Korean medical treatment is effective in patients with overactive bladder syndrome.

A Case of Traditional Korean Medical Treatment of a Patient with Facial Nerve Palsy Hospitalized at a Korean Medicine Hospital (한방병원에 입원한 말초성 안면신경마비 환자에 대한 한방 치료 1례)

  • Sung, Jae-yeon;Kang, Ah-hyun;Han, Dong-kun;Seo, Hye-jin;Oh, Ju-hyun;Lee, Yu-ra;Kang, Man-ho;Lee, Hyung-chul;Eom, Guk-hyeon;Song, Woo-sub
    • The Journal of Internal Korean Medicine
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    • v.39 no.5
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    • pp.1075-1083
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    • 2018
  • Objective: Facial nerve palsy is caused by damage to the seventh cranial nerve. It is the main symptom of facial muscle paralysis on the affected side. If the patient cannot receive proper treatment, severe permanent impairments, both physical and mental, may result, so this disease must be treated appropriately. In this study, a patient with facial nerve palsy was admitted to a Korean medicine hospital for treatment. This case study reports on the patient's progress and the effects of the treatment. Methods: We treated the patient with herbal medicines, acupuncture, herbal acupuncture therapy, and physical therapy. The House-Brackmann Grading System and a weighted regional grading system were used to assess symptom changes. Results: The patient with facial nerve palsy was hospitalized for 50 days and recovered from symptoms without significant problems in the face or to motor function. Conclusion: This case report demonstrates the possibility of treating facial nerve palsy using Korean medicine.

A study of ‘Songs of Fisherman’ in Sijo (이현보 <어부가>에 담긴 두 현실에 대한 인식구조)

  • 양희찬
    • Sijohaknonchong
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    • v.19 no.1
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    • pp.179-205
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    • 2003
  • The purpose of this study is about to consider the structure of dualistic recognition between "Gang-Ho"(ideal sanctuary) and real world in the "Songs of Fisherman" written by Lee Hyeon Bo. In order to do this job, I analized the arrangement of the contents and extract the exact in and outward meaning of elements and expressions; usage of them between lines of this Song. Based on these works, I tried to explain the confronted recognitions of the two worlds. At the first, about the arrangement and contents of this poem, It is consisted of 5 independent sub-poems and each of them are describing the value of fisherman's life(at the poem 가), separation from mundane world(나), satisfaction of fisherman's life(다), nature of "Gnag-Ho"(라), domiciliation in the place(마). It looks like that the writer intended to have the arrangement probability and likelihood connecting poems. Secondly, It contrast the nature of the "Gang-Ho" and real world. The sanctuary is a place of 'absence of worldly desire' and 'cordiality' that could afford one's harmonious life. On the other hand, the real world is a troublesome place which always conflicts political confrontations. For those reasons, the writer wants to satisfy with his living in "Gang-Ho" separating himself from the real world. Thirdly, The nature of "Gang-Ho" is 'absence of worldly desire' and 'cordiality' that one could be deserved his diligency becoming a part of the harmonious idealistic living place. Fourthly, on the character of story teller. Originally he is a incomer of "Gang-Ho" from real world. so that reason, he is showing dualism not to deny the loyalty oath to his king, while he intends to satisfy with the life in "Gang- Ho" separating himself from real world. As a gentry, at that time, the loyalty oath is inevitable one and that is found from writer's other works either. Fifthly, Characters of the different world recognition. The main reason of his intention to "Gang-Ho" roots on out of worldly confrontations, his separation from real world is on a joyous peaceful life just like in "Gang-Ho". this study believes the writer imply that 'absence of worldly desire' and 'cordiality' of "Gang-Ho", be a key role to resolve the confrontation of real world. Lee Hyeon Bo himself regards the two elements as a advisable attitude of life. At last, Seeing the writer's other work and literature's educational effect, this study defines that even if the poem outwardly express one's lyricism but inside it warns governors ruling attitude.

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The Effect of Korean Medicine Treatment on Cerebral Infarction with Hemiplegia: A Case Report (아급성기 뇌경색 환자의 좌측 편마비에 대한 한의 치료 1례)

  • Oh, Ju-hyun;Sung, Jae-yeon;Seo, Hye-jin;Lee, Yu-ra;Song, Jin-young;Kong, Geon-sik;Kang, Man-ho;Lee, Hyung-chul;Eom, Guk-hyeon;Song, Woo-sub
    • The Journal of Internal Korean Medicine
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    • v.40 no.5
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    • pp.990-998
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    • 2019
  • Introduction: Stroke refers to a sudden brain disease that results in disorders in the anatomy of the brain. The cause is a sudden circulatory disorder of the cerebrovascular system that creates a consciousness disorder and hemiplegia. Despite aggressive treatment after the onset, stroke is a social problem because the patient has difficulty in recovering from sequelae that can include limb movement disorders, language disorders, and emotional disorders. In this study, we describe the effect of traditional Korean medicine treatment on the sequelae in a subacute cerebral infarction patient admitted to a Korean medical hospital. Case presentation: A 67-year-old male patient was diagnosed with cerebral infarction circa 2005, and his condition had not improved. Around March 15, 2018, he experienced the sudden onset of a cerebral infarction in his daily life. This was confirmed by a brain MRI, and he was hospitalized at other hospitals, but he showed no improvement. We conducted a manual muscle test (MMT) to evaluate the patient's exercise and strength. His gait level was measured to evaluate his degree of walking. He was treated with Bojungikgi-tang and acupuncture twice a day. After 34 days of inpatient treatment, the patient's exercise strength improved from Grade 2+~Grade 3 to Grade 3+ determined by the MMT, and his walking ability improved from Gait Level 3 to Gait Level 4. Conclusion: The findings of this study indicate that acupuncture and herbal medicine treatment can help treat patients with hemiplegia due to cerebral infarction.

A Case Report of Traditional Korean Medical Treatment of a Patient with Facial Nerve Palsy and Sleep Disorder Hospitalized at a Korean Medicine Hospital (한방병원에 입원한 수면 장애를 동반한 말초성 안면신경마비 환자에 대한 한방 치료 1례)

  • Lee, Yu-ra;Oh, Ju-hyun;Seo, Hye-jin;Sung, Jae-yeon;Kong, Geon-sik;Song, Jin-young;Kang, Man-ho;Lee, Hyung-chul;Eom, Gook-hyun;Song, Woo-sub
    • The Journal of Internal Korean Medicine
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    • v.40 no.5
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    • pp.785-796
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    • 2019
  • Objective: Facial nerve palsy causes both facial muscle malfunction and mental illness. Because a facial nerve palsy lesion shows on the face, it can have serious effects on social relationships and mental health. Many facial nerve palsy patients undergo anxiety, depression, and social phobia. In this study, a facial nerve palsy patient with sleep disorder was admitted to the Korean medicine hospital for treatment. Methods: The patient with facial nerve palsy and sleep disorder was treated with herbal medicines, acupuncture, herbal acupuncture therapy, and physical therapy. We used the House Brackmann grading system and Yanagihara's Unweighted Grading System to assess changes in facial nerve palsy symptoms and the Korean Modified Leeds Sleep Evaluation Questionnaire to assess the sleep disorder. Results: The patient was hospitalized for 18 days and showed a recovery from both facial nerve palsy and sleep disorder symptoms without any adverse events. We conclude that patients with facial nerve palsy should be treated from both the physical and mental health perspectives.

A Review of Research on the Effects of Acupuncture and Moxibustion Treatment to Complex Regional Pain Syndromes (복합부위통증증후군의 침구치료 효과에 대한 연구동향 고찰)

  • Kim, Ho Sun;Bae, Young Hyun;Kim, Hae Sol;Suh, Chang Yong;Kim, No Hyeon;Yang, Kyu Jin;Lee, Gi Bum
    • Journal of Acupuncture Research
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    • v.33 no.4
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    • pp.137-148
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    • 2016
  • Objectives : This study was performed to review articles concerning acupuncture or moxibustion treatment for Complex Regional Pain Syndromes. Methods : On-line databases including PubMed, Cochrane Library, Ovid-EMBASE, NDSL and OASIS were searched to find articles concerning acupuncture or moxibustion treatment for Complex Regional Pain Syndromes. Several overlapping articles and those not relevant to the topic were excluded, as well as review articles and commentaries. Results : 16 case reports were selected through the procedure, all of which presented successful treatment cases of Complex Regional Pain Syndromes with acupuncture and moxibustion. Most of them presented one single patient case and were published in Korea. However, almost half of them were printed in English, and had been continuously published since 2005. It was remarkable that pharmacopuncture was predominantly used to treat Complex Regional Pain Syndromes. Also, we noted that Chinese scalp acupuncture needs to be studied further as two successful cases were presented from the U.S army. Conclusion : The results show that several case reports have been published regarding Complex Regional Pain Syndromes treated with acupuncture and moxibustion. However, all of them were case reports which are given low status in Evidence-Based Medicine. We expect that a more diverse range of articles, including case control studies, cohort studies and randomized controlled trials will be performed in the near future, and that a unified outcome measure will be developed for Complex Regional Pain Syndromes.