Thursday, July 03, 2008

GMAT Cheating controversy

Businessweek reports:The cheating scandal that has engulfed the B-school world grew vastly larger on June 27, when the Graduate Management Admission Council (GMAC) said the number of prospective MBA students facing questions about their entrance exams now totals more than 6,000—six times the original estimate.

You might wonder how one can 'cheat' on the GMAT. After all it is an online test involving logic and reasoning, not the class 12 board exam where you can scribble some formulas on your knee.

Well it appears that the controversy is actually about 'Scoretop', a site which students used to prepare for the GMAT. The site featured several 'live' questions ie questions that GMAT serves from its vast databank to actual test takers.

The unique thing about GMAT is the fact that it is a computer adaptive test and that no two test-takers get exactly the same set of questions. But no system is infallible.

Anyone who's taken the test can memorise a few questions, note them down and pass on the same to future test takers. These questions were apparently known as 'JJ' or jungle juice on the Scoretop site.

Numerous CAT prep institutes used to do this kind of thing before students were allowed to take the test paper home a couple of years ago. Of course, CAT questions are not re-used. But coaching classes liked to 'solve' the paper and indicate to students how much they could hope to score.

Since the IIMS are thinking of taking CAT online , this may be a good time to consider whether the GMAT model is practical in the Indian context. A live question bank would easily be leaked by coaching classes using the 'human memory' method.

Of course by GMAC's own admission students probably gained 'very little' by having access to questions.

Even if a site is illegally able to obtain some “real” questions, it is extremely unlikely that anyone accessing the site will see the same questions on the live exam...The reliability of the test taker’s score is less in question than the ethical behavior of those trying to “game” the system.

Either way, a system where a fixed exam is offered 4 times a year and questions are not reused would be much safer in India. Because in a test like CAT where competition is so intense that even a single question can make a difference, you don't want to take a chance. After all credibility is paramount.

I also think India must have an online + offline model in order to make the CAT fully accessible. At least for the next few years.

Getting back to the GMAT controversy, students who had purchased 'VIP' access to Scoretop over the last 5 years are currently under scrutiny. This includes those who are current students and even MBA graduates.

GMAC has won a $2.3 million copyright infringement judgment against the Scoretop site, thus shutting it down and getting access to the hard drive containing all subscriber information. The suit was filed in June 2007.

It is unlikely that all 6000 VIP members will be affected but GMAC is following the 'electronic paper trail' which indicates which users were aware of the fact that some questions were indeed live.
And not "fully owned by Scoretop [and] written by our own…tutors" as the site claimed.

Incidentally the owner of Scoretop - Lei Shi - has fled to China. There are at least 7 sites similar to Scoretop based in China and Businessweek writer Louis Lavelle reports that GMAC's lawyers have been in touch with the Chinese government re: copyright infringement.

I suspect there might be sites based in India with live questions as well... Or private tutors/ classes who share the same. Anyone with info on this could drop me a line at rashmi_b at yahoo.com.

Personally I say it is not worth the risk of getting permanently busted.

Earlier posts on CAT going online:
CAT goes online - i

CAT goes online - ii

15 comments:

  1. When I was preparing for my GMAT, I too heard about this JJ thing, though never figured what's special except more set of questions. I didn't pay the money. So I am not sure if all members were aware what they were doing can be called cheating and punishment (not allowed to take GMAT ever and cancel all previous score) is not commensurate with the crime. for those people.

    By the way, got hold of your book "Stay Hungry..." at WIMWI this weekend. Wonderfully written.

    ReplyDelete
  2. It would be extremely difficult to segregate ppl who used the Scoretop resources to prepare.
    N it would not be right justice too to the genuine test takers.
    So, though the scam is busted, not much would come out of it.Thts wht i feel.

    Regarding having the same format for India, it would be a tough call for IIM's, as even XL had failed on one such attempt.

    But ye, as and when it gets implemented, it would be a gr8 boon for prospective test takers anywhere in the world, who face problems of not being in India on test date, due to whatsoever reasons.

    ReplyDelete
  3. This feature of preparation for online exams prevail even in GRE and many other online exams.If u could see number2.com and exambell.com ,you could find that many GRE test takers lurk around them because they give the exact or the most probable questions that are to be changed monthly.So,it becomes easy for any student who had registered for such sites.

    Even if U had seen some certifications like SUN certifications for JAVA then U might find the same way,though questions may change regularly they can be anticipated easily by visiting some sites like javaranch.com because they are the real test makers.

    So,I wont accept for online pattern of CAT.Online pattern could make a diff in correction and preserving the score,but if something goes wrong its impact will be huge and takes a long time to recover just like what happened for GMAC.

    ReplyDelete
  4. Punishing the graduates and people currently pursuing MBA is definitely not the right approach. What it should do is, discourage such practices.

    As far as online tests are concerned, I would favor using technology to its best. But, not with a question bank type of pattern. Same pattern as current should be used and should be allowed as both online as well as offline. Using technology helps in making the process faster and perhaps few trees can be saved by this.

    ReplyDelete
  5. Bottom line is GMAC took action against a threat to its core business. For you neophytes who don't get what's going on -- yeah, it's obvious cheating is wrong; yet on the same token, taking any formalized GMAT prep course invalidates the legitimacy of GMAT scores. So why does GMAC allow these prep courses? GMAC is a business and like all businesses, their main purpose is to make money; and it makes a lot of money from its prep business! This Chinese fellow threatened GMAC by offering "live" questions without GMAC consent. Had a license agreement been in place with GMAC, he'd be endorsed alongside Kaplan. The hypocrisy of the matter is that GMAC of its own volition provides questions in its own prep courses, many of which come up on "live" tests, e.g. analysis of argument topics. For those of you who think otherwise, get a clue! In conclusion, colleges need to drop the GMAT (and GMAC) from its admissions process because these tests have become nothing more than a measure of mastering the test itself. In it's place, colleges should develop their own tests to objectively measure the caliber/criteria of prospective customers/students.

    ReplyDelete
  6. I was perparing for gmat in second half of 2005. It was a hot site then, for 20$ you could get load of stuff to practise.

    ReplyDelete
  7. still I guess there this system is better, there are some glitches in every system,even the CAT exam was leaked!!!

    ReplyDelete
  8. So there is questions about online CAT exams

    ReplyDelete
  9. I think Sharath's point is very valid. Its sheer hypocrisy. From what I heard of JJs or for that matter the website (now fortunately, then unfortunately; after I had taken my exam), since they had live questions of a particular month, a strategy was developed to take the exam at the month-ends so that you have that month's latest JJs.
    But frankly, jut like Sharath, I believe its all part of the preparation process. Finally on the G-day, you don't encounter the exact questions which you practiced in JJs. They just give you the idea, the pattern, the type etc. but then thats what the Kaplan, Princeton etc. also do. In fact, GMAC publication: Official Guide (widely known as OG) is flaunted as containing questions of the same 'level of difficulty', closest to the questions expected in the actual exam.

    The good thing is that the b-schools accepting the GMAT (excluding those in Indian territory) place a very good amount of stress in the other components of one's application like essays, recos etc.

    ReplyDelete
  10. This comment has been removed by the author.

    ReplyDelete
  11. 明星代言 明星经纪公司
    制动单元 铝壳电阻
    modern abstract art sofa manufacturer
    净水器 开水器 净水机 净水 软水机 软水 直饮机 家用净水 家用净水器 家用净水机 中央净水 中央净水器 水家装 水家电 水卫士 混合机
    过滤机 DHL快递 俄罗斯签证 回转支承 Laser marking
    保险箱 法兰 法兰标准
    polycarbonate sheet 回流焊 波峰焊
    压球机 注册上海公司 儿童摄影
    牛皮癣 皮肤病 制氮机
    食堂售餐机 校园一卡通
    学校一卡通 ic卡售饭机
    食堂售饭机 深圳一卡通
    广东售饭机 机电设备安装
    北京发票 代开发票
    餐饮发票 住宿发票
    广告发票
    网络电话 免费网络电话
    假发 补发
    织发 植发
    压滤机 板框压滤机
    蒸馏水机 纯蒸气发生器
    上海搬家公司 上海搬场公司
    大众搬家 大众搬场
    张家界旅游 香港旅游
    深圳旅行社 打包机
    收缩机 对讲机 电源模块
    血管栓塞剂
    售饭机 水控机 水控器
    萎缩性胃炎 neoprene laptop bags
    SEO优化
    SEO优化 计量泵
    胃炎 胃病
    冷水机 冰水机
    工业冷水机
    北京特价机票 北京打折计票 北京国际机票
    北京机票预定 北京飞机票
    北京订机票 北京机票查询 饮料机械
    银杏 水培花卉 企业宣传片 空分设备
    化工泵 离心机
    电话交换机 程控交换机 集团电话 集装袋
    混合机 混合机
    混合机捏合机 捏合机
    捏合机导热油炉 导热油炉
    导热油炉 反应釜 反应釜
    反应釜 spherical roller bearing
    搬运车 搬运车 电动搬运车 油桶搬运车 堆高车 电动堆高车 半电动堆高车 堆垛车
    高空作业平台车 电动叉车 平衡重叉车 前移叉车 电瓶叉车
    韩国饰品批发 模块电源
    X架 超薄灯箱> 易拉宝 展柜制作
    代理服务器 游戏加速器 网络加速器
    网通加速器 电信加速器 电信网通转换器
    电信网通加速器 网通电信互转
    网通电信互通 网络游戏加速器
    美国VPN代理 美国独享VPN 美国独享IP
    pvc ceiling panel Spherical roller bearings
    SEO优化
    安全鞋 劳保鞋 防砸鞋 电绝缘鞋 上海安全鞋 上海劳保鞋 江苏劳保鞋
    服装软件 服装管理软件 进销存软件
    进销存管理软件 服装管理系统 服装进销存软件
    进销存系统 进销存管理系统 免费进销存软件
    吉林中医 东北特产
    打包机
    阳痿 阴茎短小 阴茎增大
    早泄 前列腺炎 阴茎增粗 阴茎延长
    国际机票 上海国际机票
    国际特价机票 国际打折机票
    砂磨机 砂磨机
    砂磨机 卧式砂磨机
    卧式砂磨机 卧式砂磨机
    三辊研磨机 三辊研磨机
    三辊研磨机 混合机 混合机
    混合机 锥形混合机 锥形混合机 锥形混合机 行星动力混合机 行星动力混合机 行星动力混合机 无重力混合机 无重力混合机 无重力混合机
    干粉砂浆设备 干粉砂浆设备
    干粉砂浆设备 捏合机 捏合机 捏合机 导热油炉 导热油炉 导热油炉 反应釜 反应釜 反应釜 搪玻璃反应釜 搪玻璃反应釜 搪玻璃反应釜
    乳化机 涂料设备 干混砂浆设备 无重力混合机 胶体磨 涂料成套设备 双螺旋混合机
    北京婚庆 北京婚庆公司
    400电话
    办证 呼吸机 制氧机
    亚都 亚都加湿器 亚都净化器
    亚都装修卫士
    饰品批发 小饰品批发 韩国饰品 韩国饰品批发 premature ejaculation penis enlargement
    安利产品 马来西亚留学
    网站优化 网站推广
    衬布
    代写论文
    代写论文
    论文代写 代写论文
    磁力泵
    离心泵
    化工泵
    隔膜泵
    螺杆泵
    潜水泵
    油泵
    耐腐蚀泵
    水泵
    拖链 防护罩 排屑机 塑料拖链 钢铝拖链
    化工离心泵
    计量加油泵
    自吸式离心泵
    管道油泵
    自吸式排污泵
    潜水排污泵
    自吸式磁力泵
    耐高温磁力泵
    不锈钢多级离心泵
    多级离心泵
    耐腐蚀自吸泵
    自吸化工泵
    玻璃钢液下泵
    液下式排污泵
    卧式离心清水泵
    氟塑料磁力泵
    磁力驱动循环泵
    耐腐蚀污水泵
    卧式化工离心泵
    玻璃钢耐酸泵
    防爆管道油泵
    不锈钢多级泵
    立式多级离心泵
    塑料磁力泵
    水泵厂
    手摇油泵
    上海水泵厂
    上海水泵
    离心泵厂家
    热水泵
    清水泵
    气动隔膜泵
    深圳装饰 深圳装饰公司 深圳装修公司
    特价机票 打折机票 国际机票
    机票
    新风换气机 换气机 立式新风换气机 风机箱 新风系统 能量回收机
    搅拌机 混合机 乳化机
    分散机
    毛刷 毛刷辊 工业毛刷 刷子 钢丝刷
    涂层测厚仪 硬度计
    兆欧表 激光测距仪
    测振仪 转速表
    温湿度计 风速仪
    超声波测厚仪
    粗糙度仪
    噪音计 红外测温仪
    万用表
    硬度计 万用表
    美容院 美容加盟
    澳洲留学 澳大利亚留学
    什么是法兰
    电烤箱
    酒店预定 北京酒店预定 北京酒店
    离心机
    nail equipment nail products nail product nail uv lamp nail uv lamp nail uv lamps uv nail lamp nail brush
    nail file nail tool nail tip nail gel curing uv lamps lights
    万用表 风速仪
    红外测温仪 噪音计
    苗木价格 苗木信息 标牌制作 深圳标牌 北京儿童摄影 防静电鞋 淘宝刷信誉
    威海凤凰湖 威海海景房 大庆密封件
    打标机 淘宝刷信誉 TESOL/TEFL国际英语教师证书 英语教师进修及培训 北京快递公司 北京国际快递

    ReplyDelete
  12. 导热油炉吴桥县导热油炉锅有限责任公司是全国最大的生产导热油炉生产基地之一,公司主要生产各种导热油炉锅,熔盐炉, 转盘轴承,管式加热炉,蒸汽发生器,一二类压力容器.徐州回转支承 公司提供转盘轴承 --slewing ring slewing bearing slewing bearings服务. automation-industrial-industrial automation-slewing bearingslewing bearings
    铁路
    轨道交通
    太阳能

    ReplyDelete
  13. 情趣用品,情趣用品,情趣用品,情趣用品,情趣用品,情趣用品,情趣用品,情趣用品,情趣用品,情趣用品,情趣用品,情趣用品,情趣用品,情趣用品,情趣用品,情趣用品,情趣用品,情趣用品,情趣用品,情趣用品,情趣用品,情趣用品,情趣用品,情趣用品,情趣用品,情趣用品,情趣用品,情趣用品,情趣用品,情趣用品,情趣用品,情趣用品,情趣用品,情趣用品,情趣用品,情趣用品,情趣用品,情趣用品,情趣用品,情趣用品,情趣用品,情趣,情趣,情趣,情趣,情趣,情趣,情趣,情趣,情趣,情趣,情趣,情趣,情趣,情趣,情趣,情趣,情趣,情趣,情趣,情趣,情趣,情趣,情趣,情趣,情趣,情趣,情趣,情趣,情趣,情趣,情趣,情趣,情趣,情趣,情趣,情趣,情趣,情趣,情趣,情趣,情趣,美國aneros,rudeboy,英國rudeboy,英國Rocksoff,德國Fun Factory,Fun Factory,英國甜筒造型按摩座,甜筒造型按摩座,英國Rock Chic ,瑞典 Lelo ,英國Emotional Bliss,英國 E.B,荷蘭 Natural Contours,荷蘭 N C,美國 OhMiBod,美國 OMB,Naughti Nano ,音樂按摩棒,ipod按摩棒,美國 The Screaming O,美國TSO,美國TOPCO,美國Doc Johnson,美國CA Exotic,美國CEN,美國Nasstoy,美國Tonguejoy,英國Je Joue,美國Pipe Dream,美國California Exotic,美國NassToys,美國Vibropod,美國Penthouse,仿真按摩棒,矽膠按摩棒,猛男倒模,真人倒模,仿真倒模,PJUR,Zestra,適趣液,穿戴套具,日本NPG,雙頭龍,FANCARNAL,日本NIPPORI,日本GEL,日本Aqua Style,美國WET,費洛蒙,費洛蒙香水,仿真名器,av女優,打炮,做愛,性愛,口交,吹喇叭,肛交,魔女訓練大師,無線跳蛋,有線跳蛋,震動棒,震動保險套,震動套,TOY-情趣用品,情趣用品網,情趣購物網,成人用品網,情趣用品討論,成人購物網,鎖精套,鎖精環,持久環,持久套,拉珠,逼真按摩棒,名器,超名器,逼真老二,電動自慰,自慰,打手槍,仿真女郎,SM道具,SM,性感內褲,仿真按摩棒,pornograph,hunter系列,h動畫,成人動畫,成人卡通,情色動畫,情色卡通,色情動畫,色情卡通,無修正,禁斷,人妻,極悪調教,姦淫,近親相姦,顏射,盜攝,偷拍,本土自拍,素人自拍,公園露出,街道露出,野外露出,誘姦,迷姦,輪姦,凌辱,痴漢,痴女,素人娘,中出,巨乳,調教,潮吹,av,a片,成人影片,成人影音,線上影片,成人光碟,成人無碼,成人dvd,情色影音,情色影片,情色dvd,情色光碟,航空版,薄碼,色情dvd,色情影音,色情光碟,線上A片,免費A片,A片下載,成人電影,色情電影,TOKYO HOT,SKY ANGEL,一本道,SOD,S1,ALICE JAPAN,皇冠系列,老虎系列,東京熱,亞熱,武士系列,新潮館,情趣用品,情趣,情趣商品,情趣網站,跳蛋,按摩棒,充氣娃娃,自慰套,G點,性感內衣,情趣內衣,角色扮演,生日禮物,生日精品,自慰,打手槍,潮吹,高潮,後庭,情色論譠,影片下載,遊戲下載,手機鈴聲,音樂下載,開獎號碼,統一發票號碼,夜市,統一發票對獎,保險套,做愛,減肥,美容,瘦身,當舖,軟體下載,汽車,機車,手機,來電答鈴,週年慶,美食,徵信社,網頁設計,網站設計,室內設計,靈異照片,同志,聊天室,運動彩券,大樂透,威力彩,搬家公司,除蟲,偷拍,自拍,無名破解,av女優,小說,民宿,大樂透開獎號碼,大樂透中獎號碼,威力彩開獎號碼,討論區,痴漢,懷孕,美女交友,交友,日本av,日本,機票,香水,股市,股市行情, 股市分析,租房子,成人影片,免費影片,醫學美容,免費算命,算命,姓名配對,姓名學,姓名學免費,遊戲,好玩遊戲,好玩遊戲區,線上遊戲,新遊戲,漫畫,線上漫畫,動畫,成人圖片,桌布,桌布下載,電視節目表,線上電視,線上a片,線上掃毒,線上翻譯,購物車,身分證製造機,身分證產生器,手機,二手車,中古車,法拍屋,歌詞,音樂,音樂網,火車,房屋,情趣用品,情趣,情趣商品,情趣網站,跳蛋,按摩棒,充氣娃娃,自慰套, G點,性感內衣,情趣內衣,角色扮演,生日禮物,精品,禮品,自慰,打手槍,潮吹,高潮,後庭,情色論譠,影片下載,遊戲下載,手機鈴聲,音樂下載,開獎號碼,統一發票,夜市,保險套,做愛,減肥,美容,瘦身,當舖,軟體下載,汽車,機車,手機,來電答鈴,週年慶,美食,徵信社,網頁設計,網站設計,室內設計,靈異照片,同志,聊天室,運動彩券,,大樂透,威力彩,搬家公司,除蟲,偷拍,自拍,無名破解, av女優,小說,民宿,大樂透開獎號碼,大樂透中獎號碼,威力彩開獎號碼,討論區,痴漢,懷孕,美女交友,交友,日本av ,日本,機票,香水,股市,股市行情,股市分析,租房子,成人影片,免費影片,醫學美容,免費算命,算命,姓名配對,姓名學,姓名學免費,遊戲,好玩遊戲,好玩遊戲區,線上遊戲,新遊戲,漫畫,線上漫畫,動畫,成人圖片,桌布,桌布下載,電視節目表,線上電視,線上a片,線上a片,線上翻譯,購物車,身分證製造機,身分證產生器,手機,二手車,中古車,法拍屋,歌詞,音樂,音樂網,借錢,房屋,街頭籃球,找工作,旅行社,六合彩,整型,整型,珠海,雷射溶脂,婚紗,網頁設計,水噹噹,台中隆鼻,果凍隆乳,改運整型,自體脂肪移植,新娘造型,婚禮顧問,下川島,常平,常平,珠海,澳門機票,香港機票,貸款,貸款,信用貸款,宜蘭民宿,花蓮民宿,未婚聯誼,網路購物,婚友,婚友社,未婚聯誼,交友,婚友,婚友社,單身聯誼,未婚聯誼,未婚聯誼, 婚友社,婚友,婚友社,單身聯誼,婚友,未婚聯誼,婚友社,未婚聯誼,單身聯誼,單身聯誼,白蟻,白蟻,除蟲,老鼠,減肥,減肥,在家工作,在家工作,婚友,單身聯誼,未婚聯誼,婚友,交友,交友,婚友社,婚友社,婚友社,大陸新娘,大陸新娘,越南新娘,越南新娘,外籍新娘,外籍新娘,台中坐月子中心,搬家公司,搬家公司,中和搬家,台北搬家,板橋搬家,新店搬家,線上客服,網頁設計,線上客服,網頁設計,植牙,關鍵字,關鍵字,seo,seo,網路排名,自然排序,網路排名軟體,交友,越南新娘,婚友社,外籍新娘,大陸新娘,越南新娘,交友,外籍新娘,視訊聊天,大陸新娘,婚友社,婚友,越南新娘,大陸新娘,越南新娘,視訊交友,外籍新娘,網路排名,網路排名軟體,網站排名優化大師,關鍵字排名大師,網站排名seo大師,關鍵字行銷專家,關鍵字,seo,關鍵字行銷,網頁排序,網頁排名,關鍵字大師,seo大,自然排名,網站排序,網路行銷創業,汽車借款,汽車借錢,汽車貸款,汽車貸款,拉皮,抽脂,近視雷射,隆乳,隆鼻,變性,雙眼皮,眼袋,牙齒,下巴,植牙,人工植牙,植髮,雷射美容,膠原蛋白,皮膚科,醫學美容,玻尿酸,肉毒桿菌,微晶瓷,電波拉皮,脈衝光,關鍵字,關鍵字,seo,seo,網路排名,自然排序,網路排名軟體,汽車借款,汽車借款,汽車借款,汽車貸款,汽車貸款,借錢,借貸,當舖,借款,借貸,借錢,週轉,學英文,英文社團,英語俱樂部,學習英文,英語會話,英文演講,English Club,學英語,學英文,美語社團,英語社團,英文讀書會,Toastmasters,Toastmaster,英語讀書會,拍樂得批發,拍樂得飾品,拍樂得化妝品批發,

    ReplyDelete
  14. 看房子,買房子,建商自售,自售,台北新成屋,台北豪宅,新成屋,豪宅,美髮儀器,美髮,儀器,髮型,EMBA,MBA,學位,EMBA,專業認證,認證課程,博士學位,DBA,PHD,在職進修,碩士學位,推廣教育,DBA,進修課程,碩士學位,網路廣告,關鍵字廣告,關鍵字,廣告,課程介紹,學分班,文憑,牛樟芝,段木,牛樟菇,日式料理, 台北居酒屋,燒肉,結婚,婚宴場地,推車飲茶,港式點心,尾牙春酒,台北住宿,國內訂房,台北HOTEL,台北婚宴,飯店優惠,台北結婚,婚宴場地,推車飲茶,港式點心,尾牙春酒,住宿,訂房,HOTEL,飯店,造型系列,學位,牛樟芝,腦磷脂,磷脂絲胺酸,SEO,婚宴,捷運,學區,美髮,儀器,髮型,牛樟芝,腦磷脂,磷脂絲胺酸,看房子,買房子,建商自售,自售,房子,捷運,學區,台北新成屋,台北豪宅,新成屋,豪宅,學位,碩士學位,進修,在職進修, 課程,教育,學位,證照,mba,文憑,學分班,網路廣告,關鍵字廣告,關鍵字,SEO,关键词,网络广告,关键词广告,SEO,关键词,网络广告,关键词广告,SEO,台北住宿,國內訂房,台北HOTEL,台北婚宴,飯店優惠,住宿,訂房,HOTEL,飯店,婚宴,台北住宿,國內訂房,台北HOTEL,台北婚宴,飯店優惠,住宿,訂房,HOTEL,飯店,婚宴,台北住宿,國內訂房,台北HOTEL,台北婚宴,飯店優惠,住宿,訂房,HOTEL,飯店,婚宴,結婚,婚宴場地,推車飲茶,港式點心,尾牙春酒,台北結婚,婚宴場地,推車飲茶,港式點心,尾牙春酒,結婚,婚宴場地,推車飲茶,港式點心,尾牙春酒,台北結婚,婚宴場地,推車飲茶,港式點心,尾牙春酒,結婚,婚宴場地,推車飲茶,港式點心,尾牙春酒,台北結婚,婚宴場地,推車飲茶,港式點心,尾牙春酒,居酒屋,燒烤,美髮,儀器,髮型,美髮,儀器,髮型,美髮,儀器,髮型,美髮,儀器,髮型,小套房,小套房,進修,在職進修,留學,證照,MBA,EMBA,留學,MBA,EMBA,留學,進修,在職進修,牛樟芝,段木,牛樟菇,住宿,民宿,飯宿,旅遊,住宿,民宿,飯宿,旅遊,住宿,民宿,飯宿,旅遊,住宿,民宿,飯宿,旅遊,住宿,民宿,飯宿,旅遊,住宿,民宿,飯宿,旅遊,住宿,民宿,飯宿,旅遊,美容,美髮,整形,造型,美容,美髮,整形,造型,美容,美髮,整形,造型,美容,美髮,整形,造型,美容,美髮,整形,造型,美容,美髮,整形,造型,美容,美髮,整形,造型,設計,室內設計,裝潢,房地產,設計,室內設計,裝潢,房地產,設計,室內設計,裝潢,房地產,設計,室內設計,裝潢,房地產,設計,室內設計,裝潢,房地產,設計,室內設計,裝潢,房地產,設計,室內設計,裝潢,房地產,設計,室內設計,裝潢,房地產,進修,在職進修,MBA,EMBA,進修,在職進修,MBA,EMBA,進修,在職進修,MBA,EMBA,進修,在職進修,MBA,EMBA,進修,在職進修,MBA,EMBA,進修,在職進修,MBA,EMBA,進修,在職進修,MBA,EMBA,住宿,民宿,飯店,旅遊,美容,美髮,整形,造型,設計,室內設計,裝潢,房地產,進修,在職進修,MBA,EMBA,關鍵字排名,網路行銷,关键词排名,网络营销,網路行銷,關鍵字排名,关键词排名,网络营销,羅志祥,周杰倫,五月天,蔡依林,林志玲,羅志祥,周杰倫,五月天,蔡依林,林志玲,PMP,在職專班,研究所在職專班,碩士在職專班,PMP,證照,在職專班,研究所在職專班,碩士在職專班,網頁設計,網站設計,網頁設計,網站設計,网页设计,网站设计,网站设计,网页设计

    ReplyDelete
  15. ^^ nice blog!! ^@^

    徵信, 徵信網, 徵信社, 徵信社, 徵信社, 徵信社, 感情挽回, 婚姻挽回, 挽回婚姻, 挽回感情, 徵信, 徵信社, 徵信, 徵信, 捉姦, 徵信公司, 通姦, 通姦罪, 抓姦, 抓猴, 捉猴, 捉姦, 監聽, 調查跟蹤, 反跟蹤, 外遇問題, 徵信, 捉姦, 女人徵信, 女子徵信, 外遇問題, 女子徵信, 徵信社, 外遇, 徵信公司, 徵信網, 外遇蒐證, 抓姦, 抓猴, 捉猴, 調查跟蹤, 反跟蹤, 感情挽回, 挽回感情, 婚姻挽回, 挽回婚姻, 外遇沖開, 抓姦, 女子徵信, 外遇蒐證, 外遇, 通姦, 通姦罪, 贍養費, 徵信, 徵信社, 抓姦, 徵信, 徵信公司, 徵信社, 徵信, 徵信公司, 徵信社, 徵信公司, 女人徵信, 外遇

    徵信, 徵信網, 徵信社, 徵信網, 外遇, 徵信, 徵信社, 抓姦, 徵信, 女人徵信, 徵信社, 女人徵信社, 外遇, 抓姦, 徵信公司, 徵信社, 徵信社, 徵信社, 徵信社, 徵信社, 女人徵信社, 徵信社, 徵信, 徵信社, 徵信, 女子徵信社, 女子徵信社, 女子徵信社, 女子徵信社, 徵信, 徵信社, 徵信, 徵信社, 徵信, 徵信社, 徵信, 徵信社, 徵信, 徵信社, 徵信,

    徵信, 徵信社,徵信, 徵信社, 徵信, 徵信社, 徵信, 徵信社, 徵信, 徵信社, 徵信, 徵信社, 徵信, 徵信社, 徵信, 徵信社, 徵信, 徵信社, 徵信, 徵信社, 徵信, 徵信社, 徵信, 徵信社, 徵信, 徵信社, 徵信, 徵信社, 徵信, 徵信社, 徵信, 徵信社, 徵信, 徵信社, 外遇, 抓姦, 離婚, 外遇,離婚,

    徵信, 外遇, 離婚, 徵信社, 徵信, 外遇, 抓姦, 徵信社, 徵信, 徵信社, 徵信, 外遇, 徵信社, 徵信, 外遇, 抓姦, 徵信社, 征信, 征信, 徵信, 徵信社, 徵信, 徵信社, 征信, 徵信, 徵信社, 徵信, 徵信, 徵信社, 徵信, 徵信社, 徵信社, 徵信社, 徵信, 外遇, 抓姦, 徵信, 徵信社, 徵信, 徵信社, 徵信,

    ReplyDelete

Disqus for Youth Curry - Insight on Indian Youth