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全部话题 - 话题: semantics
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c*********7
发帖数: 7607
1
来自主题: Faculty版 - How to improve writing skill?

19 Reviews
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Average Customer Review
3.8 out of 5 stars (19 customer reviews)

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Most Helpful Customer Reviews
92 of 108 people found the following review helpful:
1.0 out of 5 stars Buy a better book, January 10, 2003
By Barbara Nostrand "Barbara Nostrand" (Syracuse, NY USA) - See all my
reviews
(REAL NAME)
This review is from: BUGS in Writing, Revi... 阅读全帖
j******n
发帖数: 21641
2
来自主题: Faculty版 - 想做Reviewer的请联系我
Semantic web, multi agent system, evolutionary computing这些行么
T**********y
发帖数: 157
3
来自主题: Faculty版 - 快来看牛逼的27岁教授
http://www.ccse.uestc.edu.cn/teacher/teacher.aspx?id=414
所有已经发表论文清单
(发表时间序)

【1】 周涛,傅忠谦,周佩玲,张建荣,张德学,”基于遗传算法的大规模流量
工程问题求解”,计算机应用,2003年第6期,43-45
【2】 杨春霞,周涛,周佩玲,刘隽,基于Multi_Agent的股市经济系统建模与
分析,自动化理论、技术与应用卷十,中国科学技术大学出版社,2003年,596-601(
中国自动化学会第18届青年学术年会会议论文集)
【3】 周佩玲,许民,赵亮,周涛,”混沌信号奇异性检测与外界冲击度量”,
数据采集与处理,Vol.19,195-198,2004
【4】 周涛,徐俊明,刘隽,”图直径和平均距离极值问题研究”,中国科学技
术大学学报,Vol.34,410-413,2004
【5】 周佩玲,杨春霞,周涛,李立文,”虚拟股市建模与混沌分析”,中国科
学技术大学学报,Vol.34,442-448,2004
【6】 T. Zhou, P. ... 阅读全帖
z****e
发帖数: 54598
4
来自主题: Faculty版 - 聊点正事:大数据。
对啊,semantic space就是用线性代数整理后的产物
你可以学习其方法论
无非一两门课的问题
我当时学得痛不欲生
是很难,基本上都是高等数学
但是也过来了,那门课淘汰掉不少人
中国人还好,互相帮忙,所以最后得分都还不错
白人就悲剧了,如果数学好的话,其实也没啥难的
过去听课,做点作业,其实都是数学系本科学过的东西
s******8
发帖数: 2131
H****N
发帖数: 997
6
来自主题: Faculty版 - tenure-track research faculty?
It's just semantics. A tenure track position is a tenure track position. 可
能是相对临床而言
l*********r
发帖数: 26
7
来自主题: JobHunting版 - google phone (failed)
google 的phone screen
1. fib sequence, coding.
2. how to find duplicate documents from a large corpus of files
3. how to tell if a query word/phrase have multiple semantic meaning from
the query log.
当时答的时候感觉还可以,最后还是失败了。
第一次发言,回馈大家了。
r****o
发帖数: 1950
8
来自主题: JobHunting版 - google phone (failed)
cft,
第2题找重复的文档光查文件名是否重名行吗?
第3题semantic meaning是啥意思啊?
C*******n
发帖数: 40
9
来自主题: JobHunting版 - google phone (failed)
2. 前面有人回答有道理,先比较大小,再检查内容。但是问题是一个很大的文件库要
做到两两比较会很费时间。也许可以用 hash表,
3. query log有用户的click信息, 如果同一个query发现不同用户click的网页有很大
区别,就会提供很好的线索说明query有多种semantic meaning.
g******d
发帖数: 511
10
来自主题: JobHunting版 - Software Engineer Positions
看着面熟.好像是搞semantic web的.
r******r
发帖数: 39
11
来自主题: JobHunting版 - 招个Java developer (Mountain View, CA)
Java Developer
Want an opportunity to work with what our Fortune 100 customers say is the
best, most-scalable natural language platform in existence? We are seeking
a highly-motivated software developer to be part of our development team.
The ideal candidate is an enthusiastic and entrepreneurial software engineer
who feels passionately about writing high quality and scalable software.
Location: Mountain View, CA
NetBase http://www.netbase.com is the insight discovery company. We’re a well-fu... 阅读全帖
g*********s
发帖数: 1782
12
来自主题: JobHunting版 - google 2nd onsite?
as long as K*M == max_size of std::vector, it's fine.
the design of vector always carries trade-off given the semantics set. i
don't think there's one "optimal solution" in all aspects.

size of
e*****d
发帖数: 3
13
Database software engineer position at Emory University Center for
Comprehensive Informatics
The Emory University Center for Comprehensive Informatics
http://cci.emory.edu is seeking an innovative software engineer to
design, implement, and productize an extreme large data base for
analytical medical imaging – an innovative high performance medical
imaging GIS system for biomedical research and healthcare. We focus on
next-generation open source software systems that enable scientists,
enginee... 阅读全帖
y****r
发帖数: 211
14
来自主题: JobHunting版 - Job opening
Principal Engineer, Relevance Engine
Desired Skills & Experience
Qualifications:
- BS/MS in CS or Engineering discipline
- ~7-10+ years (or 10,000+ hours) developing software. You consider
yourself a master craftsperson
- Team player and willing leader ... you don't just wish things were better,
you make them better
Experience:
- Experience with Search ... Lucene/Solr
- Java design and development and service oriented architecture ... the
whole stack
- Building with quality is your way of life ... 阅读全帖
w**z
发帖数: 8232
15
http://stackoverflow.com/questions/825221/where-can-i-find-the-
It's a math problem more than CS. Well, don't know how far you want to go..
That is the implementation from math lib
public static double sqrt(double a) {
return StrictMath.sqrt(a); // default impl. delegates to StrictMath
// Note that hardware sqrt instructions
// frequently can be directly used by JITs
// and should be much faster than doing
// Math.... 阅读全帖
h*****1
发帖数: 435
16
master new grad, IC 行业。 周三一个 on site In MA,周五另一个公司on-site in
CA
真希望早点儿结束求职的日子,每天神经都绷得紧紧的
Update:
-------结束了一个,组里四分之三的烙印,面试官分别来自三个组,CAE, IP, R&D。说是几个组都面一面看看那个组的工作适合我。 烙印好实在,一上来自我介绍完就发配我去白板上做题了。只有个美国人比较心好,说自己找工作就最讨厌技术问题,他也不问技术问题,基本上是我一直在吹牛,他最后问你中午去哪吃饭,爱吃辣不,我说喜欢吃辣的,他说他也喜欢,说越来越喜欢我了。。。。汗。。。
请教下 Application Engineer怎样?对于new grad来说是不是一个好的start职位?因为我身边很少有朋友去这个行业,大部分都去R&D了
Update2:
湾区的onsite结束了,比我预期的还要tough一些,面试官是各个部门manager还有一个director,考得范围很广,底层硬件,逻辑电路,时序,memory, 智力题,C,OOP,verilog,systemverilog, 脚本,数据结构... 阅读全帖
h****e
发帖数: 928
17
来自主题: JobHunting版 - C++ volatile请教
我觉得不能优化就包括不存在寄存器里:
"If you use the volatile modifier on a variable, the compiler
won't cache that variable in registers — each access will hit
the actual memory location of that variable. "
http://www.drdobbs.com/cpp/184403766
回到LZ最初问的问题,“是不是被Mutex之类的保护的变量是不是就不需要
声明volatile了”,我觉得应该是不需要了吧。同样一篇文章说道:
Inside a critical section defined by a mutex, only one thread has
access. Consequently, inside a critical section, the executing code
has single-threaded semantics. The controlled variable is not volat... 阅读全帖
b*******d
发帖数: 750
18
哥也被问到这道题了,略有不同,给出了incoming query的distribution的曲线,qps
是几千这样子。这个system有三个api:
1)getTopTenMillionInPastHour()
2) isInTopTenMilionInPastHour()
3) notifyWhenJoinOrRemovedFromTopTenMillionInPastHour()
自己来architect系统,定义service能提供数据的精度。
我当时给的是个多台机器的架构。我觉得是旧data每秒钟都在产生(任何当前时间进行
的api call,准确来说,1小时零1秒前的数据都是旧的,对算top10millioninPastHour
没有意义),但几乎没有任何系统在一秒钟内可以purge掉这么多的旧数据,所以就要
定义一个精度。比如,semantics是“我能保证给结果是精确的,但是有个最多20分钟
的delay”,或者“我不能保证结果是100%精确的,但是我能最新的query能够实时的反
应在结果中,并且返回的结果和真值有90%的重合”。
其实就是说consistency,a... 阅读全帖
b*******d
发帖数: 750
19
给出了incoming entry的distribution的曲线,qps是几千这样子。这个system有三个
api:
1)getTopTenMillionInPast24Hour()
2) isInTopTenMilionInPast24Hour()
3) notifyWhenJoinOrRemovedFromTopTenMillionInPast24Hour()
自己来architect系统,定义service能提供数据的精度。
我当时给的是个多台机器的架构。我觉得是旧data每秒钟都在产生(任何当前时间进行
的api call,准确来说,1小时零1秒前的数据都是旧的,对算
top10millioninPast24Hour没有意义),但几乎没有任何系统在一秒钟内可以purge掉
这么多的旧数据,所以就要定义一个精度。比如,semantics是“我能保证给结果是精
确的,但是有个最多20分钟的delay”,或者“我不能保证结果是100%精确的,但是我
能最新的query能够实时的反应在结果中,并且返回的结果和真值有90%的重合”。
其实就是说consistency,availabi... 阅读全帖
l*******s
发帖数: 1258
20
没必要自己从头实现from scratch
基本功能:有些半成品。比如sphinx,你可以用来训练自己的语音模型。另外,还需要
语言模型language model,可以考虑现成的比如Srilm。
高级功能:这个关键处在于如何把一个自然语言的句子变成machine readable的句子,
比如first order logic。一些思路:可以考虑parser,就是先把一个句子变成句法树
,然后根据phrase structure information来map到first order logic,执行程序命令
。parser可以考虑Berkeley parser, Stanford parser, OpenNLP parser等;或者考虑
dependency parser,或许比phrase structure parser更有用,比如Stanford parser
,malt parser等,甚至可以用semantic parser,这个需要自己实现。
总之就是,每一步都有现成的工具包,就看你怎么攒到一块,效果还好。这里面很多地
方需要自己去training,tuning。
至于... 阅读全帖
b****e
发帖数: 119
21
这个背景到硅谷来很好找工作。NLP在大多数公司里也就是工具集成,讲究的是工具系
统熟。高级一点的是少下游工具系统都要熟。最好的就是几个交叉领域,NLP, ML, IR,
Database, 甚至Semantic Web,各种工具如何组合。
领域应用,各种技巧,不见得能发文章,就是管用
真正要求工程师做基础算法研究的,是很少很少的。
想避免中年被裁的危机,唯一的办法就是自己当老板。NLP这些发展太快了,年纪大的
想跟上时代太难了。前一段时间面试了几个candidate,都在别的公司做过chief
scientists, principal scientist的,可是技术组合都是10年前的,新工具,新算法
都不知道。40-50岁,干扰最多,想技术上还保持领先,那需要超人的毅力和努力
A*****a
发帖数: 20
22
我们是一家在加州Santa Barbara做SaaS的startup。主打产品是AppFolio Property
Manager,为美国的房产管理商提供一站式的在线管理系统,另外也涉足Virtual Data
Room和美国法律软件领域。公司正处在高度发展期,急需计算机人才。在AppFolio,你
会直接参与到我们infrastructure的开发和维护,亲自解决我们成长过程中的各种技术
难题,而在其他老牌IT公司,你很少能有这样的机会。我们主要使用Ruby on Rails/
MySQL,但我们不要求申请者有相关经验。对国际学生,我们支持H1-B。
公司介绍: www.appfolio.com/about
工作地点: Santa Barbara, CA
详情和职位申请: www.appfolio.com/jobs 或 http://www.indeed.com/cmp/Appfolio/jobs
Software Engineer
AppFolio is the fastest growing provider of online property management
soft... 阅读全帖
s********r
发帖数: 403
23
[1] That one mutex method shows what the reader / writer lock in semantics,
if you watch carefully, I did not provide the interface such as r_lock()
or w_lock().
That is sufficient to explain the functionality, if they do not try to hold
the mutex again, which does not make any sense. The write() operation only
do write job, it does not hold any mutex.
[2] spinlock() functions in hardware threads environment. It is pointless to
use spinlock() is a uniprocessor environment. And it is not used to... 阅读全帖
e****d
发帖数: 333
24
来自主题: JobHunting版 - 给用C++面试的同胞提个醒
using C++ to coding can only reflect basic STL. C++ semantics and design
pattern interviews are complete different from using C++ to do leetcode.
C++11 is still in the early stage and being experimentally supported by GCC.
No large scale project as far as i know is picking up C++11 anytime soon.
the standard is not final yet. no need to worry too much.
l******o
发帖数: 144
25
来自主题: JobHunting版 - 给用C++面试的同胞提个醒
You are too outdated. GCC-4.8 almost completely supports C++11 features,
except a few such as GC support. Tech companies like FB or Google already
start to use a bunch of C++11 features and will approve more features into
their code base.

using C++ to coding can only reflect basic STL. C++ semantics and design
pattern interviews are complete different from using C++ to do leetcode.
C++11 is still in the early stage and being experimentally supported by GCC.
No large scale project as far as i ... 阅读全帖
f****l
发帖数: 8042
26
来自主题: JobHunting版 - CMU的MS好申请不? (转载)
难道CMU的CS MSc是类似CIS的方向??但是他家的可选课程看上去是CS的典型课程设置
啊。求解惑,不想申请CIS方向。
Qualifying courses outside of CSD:
02-712 Computational Methods for Biological Modeling and Simulation
05-813 Human Factors
05-891 Designing Human-Centered Software
10-601 Machine Learning
10-702 Statistical Machine Learning
10-705 Intermediate Statistics
10-708 Probabilistic Graphical Models
10-725 Optimization
11-741 Information Retrieval
11-772 Analysis of Social Media
16-642 Manipulation, Mobility and Control
16-720 Computer Visi... 阅读全帖
M**A
发帖数: 78
27
来自主题: JobHunting版 - 请教github上1道编程题的题意
请教各位朋友, 下面github上1道编程题的题意。
Write a program in C/C++ that translates a pattern specification
provided as ancommand line argument into a regular expression, processes
lines of input text receivedfrom stdin using that regular expression to
qualify matches, and finally writes eachmatching input line to stdout.
Each line of input is terminated by the newline character'n', and the
program should terminate when it receives EOF.The program should be
executable as follows:$ cat input.txt | ... 阅读全帖
J***o
发帖数: 553
28
来自主题: JobHunting版 - 问一个低级的问题
semantically speaking, the returned object is a copy of a so it doesnt
matter a got destructed or not. the actual implementation may vary depends
on compiler. most compilers utilize RVO/NRVO so the unnecessary copy is
eliminated.
c***C
发帖数: 139
29
论找工作的话东北大学的非常不错,可以网上搜搜他们的coop program,东北的cs课比
较实际,他们cs的编程语言很强,semantics研究中数一数二,有mit, harvard小本毕
业去那读pl的phd,他们说racket的主要贡献者。
d**********u
发帖数: 3371
30
semantics研究找工作没太大用吧 除了做编译器
c***C
发帖数: 139
31
论找工作的话东北大学的非常不错,可以网上搜搜他们的coop program,东北的cs课比
较实际,他们cs的编程语言很强,semantics研究中数一数二,有mit, harvard小本毕
业去那读pl的phd,他们说racket的主要贡献者。
d**********u
发帖数: 3371
32
semantics研究找工作没太大用吧 除了做编译器
z****e
发帖数: 54598
33
贴几个参考的课程描述
统计和ml
With exponential increases in the amount of data becoming available in
fields such as finance and biology, and on the web, there is an ever-greater
need for methods to detect interesting patterns in that data, and classify
novel data points based on curated data sets. Statistical machine learning
and evolutionary computation provide the means to perform this analysis
automatically, and in doing so to enhance understanding of general processes
or to predict future events.
Topics ... 阅读全帖
d********3
发帖数: 25
34
一个在北京IBM工作的师兄,最近在招人。有感兴趣回北京的可以试试~简历直接发给
s******[email protected]
===============
Information Management Researcher Position at IBM Research China
Position title: Research Staff Member - Information Management
Job type: Full-time Regular
Job role: Research Scientist
Work location: Beijing, China
Job description:
IBM Research China is seeking exceptional scientists and researchers to
conduct basic and applied research in computer science. We invite candidates
with an excellent research track record in ... 阅读全帖
R******s
发帖数: 892
35
ding。
R******s
发帖数: 892
36
ding
B***S
发帖数: 73
37
来自主题: JobHunting版 - Urgent Fill - UI developer
Responsibilities:
Build great user interfaces for new and existing web applications using HTML
, CSS and JavaScript
Write clean, modular, debuggable Java Script code using external libraries
or custom code
Implement a framework to test, build and deploy JavaScript code
Manage code dependencies
Lead and teach a team of developers best practices for coding JavaScript
Provide recommendations on using external libraries, as needed
Requirements:
Exp building Web Applications
knowledge of JavaScript a... 阅读全帖
t*********y
发帖数: 151
38
来自主题: JobHunting版 - Bing Ads Data acquisition team 急招SDE
Job description:
Online Advertising is one of the fastest growing businesses on the Internet
today, with $40 billion of a $600 billion advertising market already online.
Microsoft is innovating rapidly to grow its share of this market by
providing the advertising industry with a world-class online advertising
platform and service. The Big Data Pipeline team is one of the most
strategic and growing teams at Microsoft. As part of a software company with
powerful innovations and part media company ... 阅读全帖
t*********y
发帖数: 151
39
来自主题: JobHunting版 - Bing Ads Data acquisition team 急招SDE
Job description:
Online Advertising is one of the fastest growing businesses on the Internet
today, with $40 billion of a $600 billion advertising market already online.
Microsoft is innovating rapidly to grow its share of this market by
providing the advertising industry with a world-class online advertising
platform and service. The Big Data Pipeline team is one of the most
strategic and growing teams at Microsoft. As part of a software company with
powerful innovations and part media company ... 阅读全帖
b*******l
发帖数: 38
40
来自主题: JobHunting版 - G 家过了 HC,求 team match
New grad, PhD, full-time SDE. 现在team match阶段,有其他 offer 的 deadline。
求 G 家大牛帮忙推荐组。谢谢!
本人背景:计算机 Phd,做的是 knowledge,computational logic, semantic webs
相关的,也有很多data mining, machine learning,和 big data (spark & hadoop
)的相关经历。主要用 java,scala 写程序。
T**********n
发帖数: 480
41
去年发过帖子招人, 今年继续扩招,职位全部在Mountain View
重点招测试,数据分析和Web工程师
测试有经验的和新毕业生都招
数据分析和Web要求有经验
同时也招有经验的iOS,Android和Core Java工程师
请投简历至 [email protected]
/* */,关于公司情况也欢迎邮件交流
职位描述
QA:
Responsibilities
Contribute to the testing strategy for the client applications
Prepare and update test plans
Coordinate with Development to resolve issues
Test new releases on mobile handsets
Suggest ways to preemptively avoid bugs
Collaborate with Server testing
Build tools and utilities
Requirements
Strong desire to work ... 阅读全帖
m******i
发帖数: 26
42
来自主题: JobHunting版 - frontend 面经
frontend
1. 啥是 semantic html5
2. accessibility
3. page performance : cache, javascript code 位置等, 那个 Image Sprites 一
定要提到。
4. css box modules
5. javascript event modules: bubble, propagation 出现录很高
6. javascript closure , 出现录很高,会细问为啥用 closure , 写一段让你读。
7. JavaScript Object Prototypes
8. 如何测试IE browser
9. jQuery, backbone, jingo
10. var $= null; 为啥不好 ,如果用jQuery时
11. javascript : split("").reserve.join("");
backend
1. sort array with limited memory
中年人了,其实前端后端都做过,server setup 也做过, mysql 也做过, 但是就... 阅读全帖
j**********3
发帖数: 3211
43
来自主题: JobHunting版 - frontend 面经
楼主,啥是 semantic html5 ?是这个?http://www.w3schools.com/html/html5_semantic_elements.asp
j**********3
发帖数: 3211
44
来自主题: JobHunting版 - frontend 面经
楼主,啥是 semantic html5 ?
b*****n
发帖数: 618
45
前段时间骑驴找马终于告一段落,感觉本版的技术贴和面经贴帮助非常之大,也非常感
谢共享资源的各路大牛。希望提供一些信息和个人感受给还在找工的童鞋,有帮助最好
,但是毕竟本人资历尚浅,如果有不对的地方也请轻喷。
背景:
ms毕业不到两年
主要申请公司:
offer:facebook,google,uber,palantir,sumo logic,walmartlab,yahoo,
amazon,apple
reject:dropbox
主要几个包裹:
U: 145k base + 25k股 RSU
F: 150k base + 40k signon + 10%bonus + 260k美元 RSU
W: 165k base + 50k signon + 20%bonus + 35k美元 RSU每年(
这个略复杂,相当于每年35k美元RSU的refresh,但是每次refresh分四年给)
再上各个公司的面经和感受:
Yahoo:
最早面的公司,面的是Flurry Team,Yah... 阅读全帖
f*******r
发帖数: 976
46
恭喜,都是好包袱!

关键字: 面经
发信站: BBS 未名空间站 (Sat Jun 13 17:27:31 2015, 美东)
前段时间骑驴找马终于告一段落,感觉本版的技术贴和面经贴帮助非常之大,也非常感
谢共享资源的各路大牛。希望提供一些信息和个人感受给还在找工的童鞋,有帮助最好
,但是毕竟本人资历尚浅,如果有不对的地方也请轻喷。
背景:
ms毕业不到两年
主要申请公司:
offer:facebook,google,uber,palantir,sumo logic,walmartlab,yahoo,
amazon,apple
reject:dropbox
主要几个包裹:
U: 145k base + 25k股 RSU
F: 150k base + 40k signon + 10%bonus + 260k美元 RSU
W: 165k base + 50k signon + 20%bonus + 35k美元 RSU每年(
这个略复杂,相当于每年35k美元RSU的refres... 阅读全帖
a******M
发帖数: 104
47
来自主题: JobHunting版 - SEO是什么职位?
Website optimization/audit: speed, redirects, 404 errors, broken links,
sitemap, image alt tags... Semantic markups
Help robot crawl and index your website. 有很多tools,run一下就知道要改什么。
m***2
发帖数: 595
48
来自主题: JobHunting版 - cloud和mobile
此full非彼full,
现在fullstack的job description上的关键词基本都是js 和css
We are looking for seasoned full-stack engineers with experience building
highly scaleable database-backed web applications with rich interactive
experiences; someone who's passionate about web technologies, such as
RequireJS, BackboneJS, Highcharts, jQuery, PhantomJS, and Node.js. In this
position, you'll be collaborating with product managers, designers, and
fellow engineers to implement prototypes and PSDs into launch-ready, pixel-
perf... 阅读全帖
R*********n
发帖数: 99
49
Dears,
We're looking for Senior PHP Developer (Several) in Shanghai, China for a US
company which is setting up a team there.
Senior PHP Developer
Job Summary:
The Developers work closely with design and product teams to implement
modern, clean and effective web user interfaces in multiple high-traffic web
properties.
Location: Shanghai
Requirements:
* Expert level PHP, experience with PHP framework, Zend Framework,
CodeIgniter, Yii etc.
* Experience with PHP CMS system, Wordpress, Drupal etc.
*... 阅读全帖
R*********n
发帖数: 99
50
Dears,
We're looking for Senior Front End Developer(Several) in Shanghai, China for
a US
company which is setting up a team there.
Job Summary:
This Developer works closely with design, engineering and product teams to
implement modern, clean and effective web user interfaces in multiple high-
traffic web properties
Requirements:
• Strong command of modern standards-based web development:
o CSS
 Expert level CSS
 Working knowledge of CSS3
o HTML/XHTML
... 阅读全帖
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