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Coast To Coast Accents Living Room Accent Bench 56312 living room custom bench
The current presence of benchs from the house, specially within the living dining room or dining space, is vital. Apart from being operational, the bench is also an integral component of home decoration which may ensure it is look far more beautiful and cause you to feel comfortable at home. A few folks wish a ideal bench to be placed at their homes, nevertheless they do not need to shell out too much money about it. Might it be feasible? Obviously, it is. You may nonetheless get coast to coast accents living room accent bench 56312 which are excellent to decorate your own room but are still comfortable to sit back on.
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It's crucial to produce sure that the coast to coast accents living room accent bench 56312 helps them reach their knees, ankles, and buttocks joint comfortable at 90 degrees angles. Finding the most suitable fit bench can aid them receive the relaxation and give a wide berth to the accident. The upholstery must be at ease as well since they have to sit down it for hours. The suggested upholstery would be your moderate texture and one. The living room bench ideas should likewise be elastic in many instructions in order that they could get suitable sitting posture all the moment. Nevertheless, the adjustment should be done readily with no tools needed.


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WHO CAN I RUN TO?: T.I. & Tiny Reveal Why They Never Got Divorced - "Best Friend & Best Sex, You Don't Just Toss That Away" (VIDEO) - itsKenBarbie.com
T.I. didn't want to just throw it away. T.I.'s visit to Jada Pinkett Smith's Red Table Talk was led by his controversial comments on his daughter's hymen checks. After Tip explained himself and claimed the who ordeal was blown out of proportion, the rapper and his wife Tiny then went into a deta
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subset: commoncrawl


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Video trailer
Kyle Franklin
Aretha Gupta
Shirlee Gupta
Vijay Gupta
Marvin Gupta
Politics makes strange bedfellows, but never stranger than when a sexy, savvy, African-American conservative Republican reluctantly falls for his Democratic counterpart: a beautiful Indian-American Obama campaign volunteer. Sparks fly, tempers flare, heads turn, and romance blossoms for this mismatched pair of lovers in the frantic and intoxicating days leading up to Election Day. Can the politics of love conquer all?
Original title Politics of Love
IMDb Rating 4.9 270 votes
TMDb Rating 4 1 votes


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News from Westfield Valencia Town Center!
Visitors to Westfield Valencia Town Center are seeking experiences, connection, and convenience. That's why Westfield is always reinvesting in the Center in new ways. With the addition of The Patios, they changed the shopping center experience in Santa Clarita. Today, with their $20 million renovation currently elevating, they are improving the existing visitor experience, and with The Patios Connection Project – they are changing the game again.
The Patios Connection Project is a $100 million investment in the future of Westfield Valencia Town Center that will build on the success of The Patios and continue to evolve the center.
To complement its existing Canyon Country location, Costco will open a second store. This uniquely designed Costco will be seamlessly integrated and become a part of Westfield Valencia Town Center to provide guests the opportunity to shop and then meet friends for lunch or catch a movie, all without having to drive anywhere else.
While the center continues to provide ample parking, The Patios Connection Project will focus on convenience and will improve the parking at The Patios today. With the addition of an approximately 300-space parking lot on top of the new Costco, visitors will have new, easy access to The Patios additional specialty brand shops, and a new luxury cinema and health and fitness center. Additionally, by reinvigorating the eastern portion of the property and the currently underutilized parking fields, and creating new access points and sought-after destinations, they are improving the overall flow for the property as a whole.
Westfield Valencia Town Center was originally master planned to be the center of town and they are proud to be a place where the community continues to gather. Whether it's Fourth of July fireworks, holiday celebrations, or simply a family dinner, Westfield remains committed to area residents and crafting experiences for all members of the community to enjoy.
The Patios Connection Project brings new town center-like uses and entertainment offerings to the community as well as exploring a range of additional community activities to complement their robust engagement today.
Additional community activities could include:
• Live afternoon and evening music
• Additional specialty holiday events
• Focused events for parents and children
• Specialized farmer and holiday markets
• Seasonal celebrations
• Local art and artist events
For more information visit www.westfield.com/valencia.
A Note From the Publishers – December 2019
Where do I even begin? Over the years, the Santa Clarita Valley has become our home, it is where we raised our son, Alexander, where we gained success in our business and built a strong circle of friends and support. This is the same for so many families here in this...
Santa Clarita Magazine Celebrating 30 Years in Business
For the past 30 years, Prime Publications Incorporated, publishers of Santa Clarita Magazine and SCV élite Magazine have been at the helm of media and marketing, utilizing their platform to keep our valley's small businesses, non-profits, achievements and developments...
Westfield Valencia Town Center Celebrates the Completion of Interior Renovations
On our cover this month, we are thrilled to feature Santa Claus, along with Corrine Barchanowicz, Senior General Manager at Westfield Valencia Town Center and her adorable daughter Arabella who stole all of our hearts with her very cute smile. You will find...
Santa Clarita Magazine has set a high standard for excellence in advertising for over 29 years. A family owned and operated business, Santa Clarita Magazine has grown with the Santa Clarita Valley since 1990 and become the #1 place to advertise locally.


text: Hello,This series improves the OPP core (and a bit of genpd core as well) tosupport multiple phandles in the "required-opps" property, which areonly used for multiple power-domains per device for now.We still don't propagate the changes to master domains for thesub-domains, but this patchset is an important stepping stone for thatto happen.Tested on Hikey960 after faking some power domains for CPUs.V2->V3:- Gained an additional patch to properly name the virtual device (1/10)- Renamed the virtual device as virt_dev instead of genpd_dev.- Few helpers renamed as well accordingly.- Use container_of() instead of traversing list of genpd.- Included tags received from Ulf.V1->V2:- Had a discussion at Linaro connect with Ulf regarding the changes V1 did in the genpd core and what his objections are to them. Based on his suggestions many changes are made.- The OPP core still needs the virtual device pointers to set the performance state for multiple domains, but the genpd core doesn't provide them automatically to the OPP core. One of the reasons behind this is to give more power to the consumer drivers which may not want to enable all the genpds at once.- The consumer drivers would now need to call the APIs dev_pm_opp_{set|put}_genpd_device() in order to set/reset these virtual device pointers.- More locking is put in place to protect the genpd device pointers in OPP core.- Reorg of the code at many places to make code less redundant.--vireshViresh Kumar (10): PM / Domains: Rename genpd virtual devices as virt_dev OPP: Identify and mark genpd OPP tables OPP: Separate out custom OPP handler specific code OPP: Populate required opp tables from "required-opps" property OPP: Populate OPPs from "required-opps" property PM / Domains: Add genpd_opp_to_performance_state() OPP: Add dev_pm_opp_{set|put}_genpd_virt_dev() helper OPP: Configure all required OPPs OPP: Rename and relocate of_genpd_opp_to_performance_state() OPP: Remove of_dev_pm_opp_find_required_opp() drivers/base/power/domain.c | 70 ++++---- drivers/opp/core.c | 261 ++++++++++++++++++++++-------- drivers/opp/of.c | 313 +++++++++++++++++++++++++++++++----- drivers/opp/opp.h | 20 +++ include/linux/pm_domain.h | 8 +- include/linux/pm_opp.h | 16 +- 6 files changed, 526 insertions(+), 162 deletions(-)-- 220.127.116.118.g152ad8e3369a


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An understanding of cultural differences will be of enormous benefit to you in the art of dating Chinese women. Make certain not to imply such a thing unpleasant and enough give them of attention. Read This! You will need certainly to accept her thinking. Love never know the boundary of race and culture, so feel free to fall in love and date her, because it will brings you into the new world you never knew before. Reputation is everything in Asian countries, so not only will she be dedicated, she will also set the bar high.
Global Dating Guide: Simple Tips To Date A chinese girl
Of course, some things might appear openly weird an unnecessary, especially for the Westerner, but it feels better and better as long as you deeply emerge into this culture.
Dating Chinese Women: Ultimate Guide
It will go right over her beautiful head. But surgeries are costly, so most of the women stay natural and preserve their cultural peculiarities. A Chinese bride will be caring and loving.


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Testing my new iPhone's three camera lenses during the intermission at the high school band concert.
First, the normal lens (aka 1x):
Second, the zoom lens (aka 2x)
Finally, the wide lens (aka .5x)
Testing my new iPhone's three camera lenses during the intermission at the high school band concert.
First, the normal lens (aka 1x):
Second, the zoom lens (aka 2x)
Finally, the wide lens (aka .5x)
Yesterday and the day before saw temperatures in the mid to high 50's and tons and tons of rain. Almost all of the two feet of snow we got last week was gone gone and gone. It was great.
When I got home from work last night it was 7:30 pm and the temperature was in the 50's. When my bladder woke me up at 2:30 am (TMI, sorry) it was 30 degrees out and snowing like mad. If you've ever wondered what it was like living in New England, that's as good a description as you're going to get.
We got less than an inch of snow, but it was wet and heavy and really sticky.
Fulltone keeps making toys that I really want to play with.
I have nothing to talk about today. Nothing at all.
Work is fine. I've got a little project that I am chewing on, but nothing spectacular. The band is off until January. The Christmas decorations are (mostly) up and the shopping is moving along nicely. The Bruins have sucked in their last couple of games but that's just a blip on the radar (I hope). Bellana is in the middle of her first finals week at UVM which means she's coming home this weekend for semester break. That is awesome, but still a few days away. Harry's school Christmas concert is tomorrow and that should be fun. There are two articles of impeachment that will be voted on in committee soon, on Thursday I think? While I hate the orange fascist piece of shit with all that I am, I know our vichy senate will acquit him so why get excited. It is raining and the temperature is in the high 50s for the second day in a row. The good side of that is that our two feet of snow is going bye bye. The downside is our yard is now a swamp. I'll take the good side of that. The rain gutter on the front of our house has a little hole in it and the combination of rain and snow melting off the roof means the water is bombing through that hole like a high pressure hose. I have a pic that doesn't really show anything except that I take pics of things:
Apple just put the new MacPro desktop computer onto their website for ordering. If you max out all of the customizable specs they have available the price tag is something like $52,000. That's Fifty-two THOUSAND dollars. I so want one. Imagine how much faster I'd be able to process my horrid GarageBand files. My current Apple computer is a MacBook Pro from 2016. It was the first model with the touch bar in place of the F-function keys. No escape button for Robbie! We're coming up on four years and it hasn't really had any problems, but I'm starting to get nervous that the inevitable collapse is coming. I might be in the market for a new MacBook soon. I just got a new iPhone though, an iPhone 11 Pro Max which is a really, really long name. I am in smart phone heaven right now. I'll wait until after the New Year to start thinking about a new Mac. I'm good until then. I have a book on my bookshelf at home that I have been trying to push my way through for years but will probably never finish. It is a personal journal written by a doctor who fought for the colonists during the American Revolution. The writing style is extremely 18th century and very hard to wrap your brain around. One aspect of the style that is tough to deal with are the paragraph lengths. Single paragraphs can stretch on for multiple pages. Reading it is like trying to run a mile while holding your breath. There's just no opportunity to take a break. This post has become my tribute to that doctor's journal as I am trying to set my personal record for the longest paragraph ever. I suppose I blew it with the picture in the middle. Oh well. I guess I'll click Publish now. Thank you. Good night and have a pleasant tomorrow.
I'm not sure why I looked this up yesterday, but it turns out that my family is mostly doing very poorly in the Hockey East standings. I haven't followed college hockey since the UMass Lowell athletic department fucked the UMass Lowell radio station, WUML. I don't think there is anything the university can do to win me back. It's been 15-16 years and I am still furious.
Having said that, I really miss having a minor league hockey team to root for. There are still teams around, but the AHL teams are too far away, and the lower tier teams are too low to grab my interest. There is still AHL in Providence, RI and Portland, ME, and I think in Springfield, MA. I think there are ECHL teams in Worcester, MA and… Manchester, NH? I'm not sure.
College hockey has always been an option to fill that hockey fan gap for me, I just haven't taken the leap yet. Hockey East is a phenomenal US college hockey conference and all 11 teams are in New England. There are lots of family ties too. My wife and I both went to UMass Lowell, but fuck them, my wife also went to UNH, my brother went to Merrimack, and now my step daughter goes to Vermont.
Unfortunately it's a bad year to be following those teams. My old school is doing okay. They are in 4th place with an in-conference record of 5-2-3 and overall they are 10-4-4. Unfortunately after that it's crap. Out of 11 teams, UNH is in 9th at 4-5-0, Merrimack is in 10th at 2-5-2, and poor poor pitiful Vermont is in dead last at 0-8-1. Yikes.
If only Lowell's athletic director hadn't told the radio station's student managers that he would not make any changes without consulting them and then sold us to the shitty local newspaper while we were all on summer break, and too bad he did this even though I was giving the hockey team 30 minutes of my two hour show, and the men's basketball team an additional 30 minutes, meaning that the athletic director didn't just fuck the radio station, he fucked me personally. If only.
Addendum 1: There was an ECHL team in Manchester but they folded after the 2018-19 season. Oh well. They would have been the closest minor league team to us, and Merrimack is still the closest Hockey East team. Maybe I'll try and go to a game some day. I went to their rink for a UMass Lowell game before the fucking happened.
Addendum 2: I said fuck a lot in this post. I usually don't like to say fuck in posts. I am so filled with hate for my old school that fuck is the only appropriate word. Fuck.


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Through Amazon's developer platform for the Echo (called Alexa Skills), developers can develop "skills" for Alexa which enable her to carry out new types of tasks. Examples of skills include playing music from your Spotify library, adding events to your Google Calendar, or querying your credit card balance with Capital One — you can even ask Alexa to "open Dominoes and place my Easy Order" and have pizza delivered without even picking up your smartphone. Now that's conversational commerce in action.
This importance is reinforced by Jacqueline Payne, Customer Support Manager at Paperclip Digital, who says 'Customer service isn't a buzzword. But too many businesses treat it like it is. As a viable avenue from which to lower customer acquisition costs and cultivate a loyal customer base, chat bots can play a pivotal role in driving business growth.'
Many expect Facebook to roll out a bot store of some kind at its annual F8 conference for software developers this week, which means these bots may soon operate inside Messenger, its messaging app. It has already started testing a virtual assistant bot called "M," but the product is only available for a few people and still primarily powered by humans.
The trained neural network is less code than an comparable algorithm but it requires a potentially large matrix of "weights". In a relatively small sample, where the training sentences have 150 unique words and 30 classes this would be a matrix of 150x30. Imagine multiplying a matrix of this size 100,000 times to establish a sufficiently low error rate. This is where processing speed comes in.
We then ran a second test with a very specific topic aimed at answering very specific questions that a small segment of their audience was interested in. There, the engagement was much higher (97% open rate, 52% click-through rate on average over the duration of the test). Interestingly, drop-off went wayyy down there. At the end of this test, only 0.29% of the users had unsubscribed.
The main challenge is in teaching a chatbot to understand the language of your customers. In every business, customers express themselves differently and each group of a target audience speaks its own way. The language is influenced by advertising campaigns on the market, the political situation in the country, releases of new services and products from Google, Apple and Pepsi among others. The way people speak depends on their city, mood, weather and moon phase. An important role in the communication of the business with customers may have the release of the film Star Wars, for example. That's why training a chatbot to understand correctly everything the user types requires a lot of efforts.
Two trends — the exploding popularity of mobile messaging apps and advances in artificial intelligence — are coinciding to enable a new generation of tools that enable brands to communicate with customers in powerful new ways at reduced cost. Retailers and technology firms are experimenting with chatbots, powered by a combination of machine learning, natural language processing, and live operators, to provide customer service, sales support, and other commerce-related functions.
The bot itself is only part of a larger system that provides it with the latest data and ensures its proper operation. All of these other Azure resources — data orchestration services such as Data Factory, storage services such as Cosmos DB, and so forth — must be deployed. Azure Resource Manager provides a consistent management layer that you can access through the Azure portal, PowerShell, or the Azure CLI. For speed and consistency, it's best to automate your deployment using one of these approaches.
There are NLP services and applications programming interfaces that are used to build the chatbots and make it possible for all type of businesses, small. Medium and large scale. The main point here is that Smart Bots have the potential to help increase your customer base by improving the customer support services and as a result boosts the sales as well as profits. They are an opportunity for many small and mid-sized companies to reach a huge customer base.
Malicious chatbots are frequently used to fill chat rooms with spam and advertisements, by mimicking human behavior and conversations or to entice people into revealing personal information, such as bank account numbers. They are commonly found on Yahoo! Messenger, Windows Live Messenger, AOL Instant Messenger and other instant messaging protocols. There has also been a published report of a chatbot used in a fake personal ad on a dating service's website.[55]
Regardless of which type of classifier is used, the end-result is a response. Like a music box, there can be additional "movements" associated with the machinery. A response can make use of external information (like weather, a sports score, a web lookup, etc.) but this isn't specific to chatbots, it's just additional code. A response may reference specific "parts of speech" in the sentence, for example: a proper noun. Also the response (for an intent) can use conditional logic to provide different responses depending on the "state" of the conversation, this can be a random selection (to insert some 'natural' feeling).
All of these conversational technologies employ natural-language-recognition capabilities to discern what the user is saying, and other sophisticated intelligence tools to determine what he or she truly needs to know. These technologies are beginning to use machine learning to learn from interactions and improve the resulting recommendations and responses.
Some bots communicate with other users of Internet-based services, via instant messaging (IM), Internet Relay Chat (IRC), or another web interface such as Facebook Bots and Twitterbots. These chatterbots may allow people to ask questions in plain English and then formulate a proper response. These bots can often handle many tasks, including reporting weather, zip-code information, sports scores, converting currency or other units, etc.[citation needed] Others are used for entertainment, such as SmarterChild on AOL Instant Messenger and MSN Messenger.
Whilst the payout wasn't huge within the early days of Amazon, those who got in early are now seeing huge rewards, with 38% of shoppers starting their buying journey within Amazon (source), making it the number one retail search engine. Some studies are suggesting that Amazon is responsible for 80% of e-commerce growth for publicly traded web retailers (source).
3. Now, since ours is a conversational AI bot, we need to keep track of the conversations happened thus far, to predict an appropriate response. For this purpose, we need a dictionary object that can be persisted with information about the current intent, current entities, persisted information that user would have provided to bot's previous questions, bot's previous action, results of the API call (if any). This information will constitute our input X, the feature vector. The target y, that the dialogue model is going to be trained upon will be 'next_action' (The next_action can simply be a one-hot encoded vector corresponding to each actions that we define in our training data).
Die meisten Chatbots greifen auf eine vorgefertigte Datenbank, die sog. Wissensdatenbank mit Antworten und Erkennungsmustern, zurück. Das Programm zerlegt die eingegebene Frage zuerst in Einzelteile und verarbeitet diese nach vorgegebenen Regeln. Dabei können Schreibweisen harmonisiert (Groß- und Kleinschreibung, Umlaute etc.), Satzzeichen interpretiert und Tippfehler ausgeglichen werden (Preprocessing). Im zweiten Schritt erfolgt dann die eigentliche Erkennung der Frage. Diese wird üblicherweise über Erkennungsmuster gelöst, manche Chatbots erlauben darüber hinaus die Verschachtelung verschiedener Mustererkennungen über sogenannte Makros. Wird eine zur Frage passende Antwort erkannt, kann diese noch angepasst werden (beispielsweise können skriptgesteuert berechnete Daten eingefügt werden – "In Ulm sind es heute 37 °C."). Diesen Vorgang nennt man Postprocessing. Die daraus entstandene Antwort wird dann ausgegeben. Moderne kommerzielle Chatbot-Programme erlauben darüber hinaus den direkten Zugriff auf die gesamte Verarbeitung über eingebaute Skriptsprachen und Programmierschnittstellen.
However, the revelations didn't stop there. The researchers also learned that the bots had become remarkably sophisticated negotiators in a short period of time, with one bot even attempting to mislead a researcher by demonstrating interest in a particular item so it could gain crucial negotiating leverage at a later stage by willingly "sacrificing" the item in which it had feigned interest, indicating a remarkable level of premeditation and strategic "thinking."
In a procedural conversation flow, you define the order of the questions and the bot will ask the questions in the order you defined. You can organize the questions into logical modules to keep the code centralized while staying focused on guiding the conversational. For example, you may design one module to contain the logic that helps the user browse for products and a separate module to contain the logic that helps the user create a new order.
To keep chatbots up to speed with changing company products and services, traditional chatbot development platforms require ongoing maintenance. This can either be in the form of an ongoing service provider or for larger enterprises in the form of an in-house chatbot training team.[38] To eliminate these costs, some startups are experimenting with Artificial Intelligence to develop self-learning chatbots, particularly in Customer Service applications.
Unfortunately, my mom can't really engage in meaningful conversations anymore, but many people suffering with dementia retain much of their conversational abilities as their illness progresses. However, the shame and frustration that many dementia sufferers experience often make routine, everyday talks with even close family members challenging. That's why Russian technology company Endurance developed its companion chatbot.
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Modern chatbots are frequently used in situations in which simple interactions with only a limited range of responses are needed. This can include customer service and marketing applications, where the chatbots can provide answers to questions on topics such as products, services or company policies. If a customer's questions exceed the abilities of the chatbot, that customer is usually escalated to a human operator.
"We believe that you don't need to know how to program to build a bot, that's what inspired us at Chatfuel a year ago when we started bot builder. We noticed bots becoming hyper-local, i.e. a bot for a soccer team to keep in touch with fans or a small art community bot. Bots are efficient and when you let anyone create them easily magic happens." — Dmitrii Dumik, Founder of Chatfuel
A virtual assistant is an app that comprehends natural, ordinary language voice commands and carries out tasks for the users. Well-known virtual assistants include Amazon Alexa, Apple's Siri, Google Now and Microsoft's Cortana. Also, virtual assistants are generally cloud-based programs so they need internet-connected devices and/or applications in order to work. Virtual assistants can perform tasks like adding calendar appointments, controlling and checking the status of a smart home, sending text messages, and getting directions.
Prashant Sridharan, Twitter's global director of developer relations says: "I've seen a lot of hyperbole around bots as the new apps, but I don't know if I believe that. I don't think we're going to see this mass exodus of people stopping building apps and going to build bots. I think they're going to build bots in addition to the app that they have or the service they provide," as reported by re/code.
The front-end app you develop will interact with an AI application. That AI application—usually a hosted service—is the component that interprets user data, directs the flow of the conversation and gathers the information needed for responses. You can then implement the business logic and any other components needed to enable conversations and deliver results.
The idea was to permit Tay to "learn" about the nuances of human conversation by monitoring and interacting with real people online. Unfortunately, it didn't take long for Tay to figure out that Twitter is a towering garbage-fire of awfulness, which resulted in the Twitter bot claiming that "Hitler did nothing wrong," using a wide range of colorful expletives, and encouraging casual drug use. While some of Tay's tweets were "original," in that Tay composed them itself, many were actually the result of the bot's "repeat back to me" function, meaning users could literally make the poor bot say whatever disgusting remarks they wanted.
Derived from "chat robot", "chatbots" allow for highly engaging, conversational experiences, through voice and text, that can be customized and used on mobile devices, web browsers, and on popular chat platforms such as Facebook Messenger, or Slack. With the advent of deep learning technologies such as text-to-speech, automatic speech recognition, and natural language processing, chatbots that simulate human conversation and dialogue can now be found in call center and customer service workflows, DevOps management, and as personal assistants.
Regardless of which type of classifier is used, the end-result is a response. Like a music box, there can be additional "movements" associated with the machinery. A response can make use of external information (like weather, a sports score, a web lookup, etc.) but this isn't specific to chatbots, it's just additional code. A response may reference specific "parts of speech" in the sentence, for example: a proper noun. Also the response (for an intent) can use conditional logic to provide different responses depending on the "state" of the conversation, this can be a random selection (to insert some 'natural' feeling).
How can our business leverage technology to better and more often engage younger audiences with our products and services? H&M is one of several retailers experimenting with and leveraging chatbots as a mobile marketing opportunity – according to a report by Accenture, 32 percent of the world (a large portion of the population 29 years old and younger) uses social media daily and 80 percent of that time is via mobile.
In the early 90's, the Turing test, which allows determining the possibility of thinking by computers, was developed. It consists in the following. A person talks to both the person and the computer. The goal is to find out who his interlocutor is — a person or a machine. This test is carried out in our days and many conversational programs have coped with it successfully.
It may be tempting to assume that users will perform procedural tasks one by one in a neat and orderly way. For example, in a procedural conversation flow using dialogs, the user will start at root dialog, invoke the new order dialog from there, and then invoke the product search dialog. Then the user will select a product and confirm, exiting the product search dialog, complete the order, exiting the new order dialog, and arrive back at the root dialog.
Like apps and websites, bots have a UI, but it is made up of dialogs, rather than screens. Dialogs help preserve your place within a conversation, prompt users when needed, and execute input validation. They are useful for managing multi-turn conversations and simple "forms-based" collections of information to accomplish activities such as booking a flight.
The bot (which also offers users the opportunity to chat with your friendly neighborhood Spiderman) isn't a true conversational agent, in the sense that the bot's responses are currently a little limited; this isn't a truly "freestyle" chatbot. For example, in the conversation above, the bot didn't recognize the reply as a valid response – kind of a bummer if you're hoping for an immersive experience.
Chatbots have come a long way since then. They are built on AI technologies, including deep learning, natural language processing and machine learning algorithms, and require massive amounts of data. The more an end user interacts with the bot, the better voice recognition becomes at predicting what the appropriate response is when communicating with an end user.
Not integrated. This goes hand-in-hand with the contextual knowledge, but chatbots often suffer from "death by data silo" where their access to data is limited. If a chatbot is "chatting with" a customer, they not only need to access the contextual data of their customer but also have access to every place where the answer to the customer's question may reside. Product documentation site, customer community, different websites are all places where that answer can be.
With the help of equation, word matches are found for given some sample sentences for each class. Classification score identifies the class with the highest term matches but it also has some limitations. The score signifies which intent is most likely to the sentence but does not guarantee it is the perfect match. Highest score only provides the relativity base.
These days, checking the headlines over morning coffee is as much about figuring out if we should be hunkering down in the basement preparing for imminent nuclear annihilation as it is about keeping up with the day's headlines. Unfortunately, even the most diligent newshounds may find it difficult to distinguish the signal from the noise, which is why NBC launched its NBC Politics Bot on Facebook Messenger shortly before the U.S. presidential election in 2016.
World Environment Day 2019 is focusing on climate change, and more specifically air pollution, what causes it, and importantly, what we can do about it. Through a range of blogs and an in-depth look at current vocabulary on the topic, we highlight some of the words you may need to know to be able to take part in arguably one of the most important discussions of our time.
I know what you're thinking – when will the world of marketing just stand still for a moment and let us all catch up?!?! No such luck, dear readers. No sooner have we all gotten to grips with the fact that we're going to have to start building live video campaigns into our content marketing strategies, something else comes along that promises to be the next game-changer. And so here we are with the most recent marketing phenomenon – chatbots.
Improve loyalty: By providing a responsive, efficient experience for customers, employees and partners, a chatbot will improve satisfaction and loyalty. Whether your chatbot answers questions about employees' corporate benefits or provides answers to technical support questions, users can come away with a strengthened connection to your organization.
How: instead of asking someone to fill out a form on your website to be contacted by your sales team, you direct them straight into Messenger, where you can ask them some of their contact details and any qualification questions (for example, "How many employees does your company have?"). Depending on what they respond with you could ask if they'd like to arrange a meeting with a salesperson right there and then.
"To be honest, I'm a little worried about the bot hype overtaking the bot reality," said M.G. Siegler, a partner with GV, the investment firm formerly known as Google Ventures. "Yes, the high level promise of what bots can offer is great. But this isn't going to happen overnight. And it's going to take a lot of experimentation and likely bot failure before we get there."
Companies and customers can benefit from internet bots. Internet bots are allowing customers to communicate with companies without having to communicate with a person. KLM Royal Dutch Airlines has produced a chatbot that allows customers to receive boarding passes, check in reminders, and other information that is needed for a flight.[10] Companies have made chatbots that can benefit customers. Customer engagement has grown since these chatbots have been developed.
Forrester Launches New Survey On AI Adoption There's no doubt that artificial intelligence (AI) is top of mind for executives. AI adoption started in earnest in 2016, and Forrester anticipates AI investments to continue to increase. Leaders are quickly waking up to AI's disruptive characteristics and the need to embrace this emerging technology to remain […]
It's best to have very specific intents, so that you're clear what your user wants to do, but to have broad entities – so that the intent can apply in many places. For example, changing a password is a common activity (a narrow intent), where you change your password might be many different places (broad entities). The context then personalises the conversation based on what it knows about the user, what they're trying to achieve, and where they're trying to do that.
Before you even write a single line of code, it's important to write a functional specification so the development team has a clear idea of what the bot is expected to do. The specification should include a reasonably comprehensive list of user inputs and expected bot responses in various knowledge domains. This living document will be an invaluable guide for developing and testing your bot.
Message generator component consists of several user defined templates (templates are nothing but sentences with some placeholders, as appropriate) that map to the action names. So depending on the action predicted by the dialogue manager, the respective template message is invoked. If the template requires some placeholder values to be filled up, those values are also passed by the dialogue manager to the generator. Then the appropriate message is displayed to the user and the bot goes into a wait mode listening for the user input.
3. Now, since ours is a conversational AI bot, we need to keep track of the conversations happened thus far, to predict an appropriate response. For this purpose, we need a dictionary object that can be persisted with information about the current intent, current entities, persisted information that user would have provided to bot's previous questions, bot's previous action, results of the API call (if any). This information will constitute our input X, the feature vector. The target y, that the dialogue model is going to be trained upon will be 'next_action' (The next_action can simply be a one-hot encoded vector corresponding to each actions that we define in our training data).


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- October 25, 2019
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- October 15, 2019
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The Music Man Returns to Broadway 2020 Starring Hugh Jacman, Sutton Foster, Jefferson Mays produced by Scott Rudin and directed by Jerry Zaks with choreography by Warren Carlyle. The Music man by Meredith Willson The Music Man is a musical with book, music, and lyrics by Meredith Willson, based on
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The Dumb Waiter by Harold Pinter The Dumb Waiter is a one-act play by Harold Pinter written in 1957.
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Pesticide Training
2019 Pesticide/Fertilizer Recertification Registration is Open Each spring, Clermont offers ... Hall. Get registered today for upcoming Private Applicator Pesticide and Fertilizer Recertification ... your 2019 recertification license. Click here to register: REGISTRATION Recordkeeping Fertilizer ...
Clermont County 4-H Forms & Applications
service to our organization. Using the 4-H Name and Emblem Please read this document before printing ...
Clermont County 4-H Project Requirements
Level 1, 245 All Systems Go Level 2, 246 On the Cutting Edge Level 3 Money Management 445 Becoming Money ...
Kayla Arnold
communication, with experience writing research impact statements, as well as the annual USDA-NIFA Plan of Work and ... her previous position, she served as the Administrative Associate for the Office for Research and ... Council of University Research Administrators (NCURA), National Organization of Research Development ...
Dairy Margin Coverage (DMC) meeting
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Research News- May 2019
of the 2019 CFAES Annual Research Conference. If you would like to provide input to improve our ... Additionally, if you are not subscribed to our CFAES-Researchers mailing list, you can request access online. ... The May 2019 edition of Research News, the College's monthly newsletter for grant writing ...
Budgeting for postdoctoral positions
researchers, I am writing to provide clarity on what this means for our college. As indicated in the article, ... beginning today all new postdoctoral researchers are to be hired at a minimum salary of $48,000 and hold ... a 100% FTE term appointment. This also means all postdoctoral researchers will be exempt (ineligible for ...
2019 CFAES Annual Research Conference
On Monday, April 22, we celebrated the breadth and talent of our researchers at the CFAES Annual ... Research Conference and Poster Competition. Gary Pierzynski, Associate Dean for Research and Graduate ... Education provided an update of activities of the CFAES Research Advisory Committee, closure to the National ...
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Accessing the Web with Python
As a sophomore it is difficult to get into all of the classes you want. Registration time is determined by class standing so all of the interesting classes are filled by the time sophomores are able to register. Most classes have a waitlist, but it does not open until weeks after registration opens. During the initial phase of registration students will enroll in a class and then later drop the class. Instead of having to check the catalog every five minutes to see if a spot has become available I wrote a program to check for me. The program goes to the course catalog and send me an email alerting me when someone drops a class.
Requirements of the Project
- Given a list of classes the program will check the number of available spots
- If a spot becomes available, then the program will send an email notification.
- The program should be able to run 24/7.
The first step was to create a program that would be able to fetch the correct webpage from Oregon State University's course catalog. Each course has its own webpage with a table of class times and availability. I started by researching a Python library that would be able to fetch HTML code from the internet. The library I found was urllib2. On the course page there are many inputs that allow a user to filter the information being displayed. The form used GET requests, so I could append data fields to the URL. This was beneficial because less data had to be downloaded and the relevant information could be found faster.
Once the HTML file was downloaded the program searched for different HTML tags to identify the position of the needed information. The table that contains class information had a unique ID that was constant between all courses. The start of the table was easy to find because of the ID. Once all of the HTML elements except for the table was removed, I could use the table row <tr> and table data <td> tags to parse all of the data. The program then stored all of the relevant info.
Figure: The webpage for GEO 333. Each section has a unique CRN.
The next step for the program was to be able to remember the number of available seats from the last time it ran. I thought the best solution would be to create a text document for each class that is located in the same folder as the program. The program would be able to read the number of seats available and compare it to the value the program got from the current webpage.
If the program determined that a spot had opened in a class, it needed a way to communicate that information to me. I am not always at my computer, but I usually have my phone with me. I used the MIMEText library to send an email to myself. This was an efficient way to send the notification because I can receive email on my phone, and it is free to use the library.
Figure: Flow chart of the program
Once it was verified that the program could read and store the number of available seats I moved to the next step. As a student I was given space on the school's server. I set up Crontab on the server to run the Python program every 5 minutes. Testing was difficult with this project because it was hard to create unit test to know it would work in different scenarios. I could not control when a class would fill up or when someone would drop the class. To test for these scenarios, I had to check the catalog and compare the expected result with what the program was returning.
Final Thoughts
The next steps for the project would be to modify the code so the program will send text messages instead of emails. This would give a more immediate notification.


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City Winery DC
City Winery DC Tickets and Event Schedule
Dec 14Saturday, Dec 14, 2019 / 8:30pm (Slim Jim Phantom Trio with Jumpin Jupiter)
Dec 17Tuesday, Dec 17, 2019 / 7:30pm (Mike Zito: Chuck Berry Tribute)
Dec 18Wednesday, Dec 18, 2019 / 8:00pm (Etienne Charles Creole Christmas)
Dec 26Thursday, Dec 26, 2019 / 8:00pm (L A Young: A Tribute to Phyllis Hyman)
Dec 28Saturday, Dec 28, 2019 / 7:30pm (PatriceLIVE)
Dec 28Saturday, Dec 28, 2019 / 8:00pm (We Are One X-Perience)
Dec 31Tuesday, Dec 31, 2019 / 7:30pm (Lyfe Jennings - New Years Eve Early Show)
Venue Information
Accessible or ADA seating may be available at this venue through Goldstar. Contact us before buying tickets to make arrangements.
Seating Charts
10 City Winery DC Tips
- Casual 1
- Dressy 1
- Food and drinks for purchase 1
Valet parking is cheap and easy!
The weather was Sunshine in one's eyes when sitting at a table facing west. . I wore jeans. .
Brussel sprouts were great! We had dinner before we went.
Definitely have the brussel sprouts. Pass on the duck tacos. they needed onion and sour cream. The cider choice was not at all good.
On a Sunday night, street parking was free and easily available. There are people on the street who try to steer you towards pay parking. If you are willing to drive around for 5 minutes, you are likely to find a free spot.
Get to the venue early to avoid waiting a long time to receive valet parking. Order early to avoid being served lukewarm food. If you come alone, seats at the bar are just as good as premier seating. Wait staff are very good.
The weather was Warm summer night. I wore People wore casual clothes, eg., summer dresses, jeans, tidy tops, and a few shorts..